bm_test_data.txt

[['Forest Says Drug Trial Misses Goal. Forest Laboratories Inc. (FRX) on Tuesday said its experimental hypertension drug failed to meet all its goals in an effectiveness study, an outcome that will delay development and may lead to a new trial.', {'sub_word_num': 1, 'delta': 0.04724183678627014, 'replacement_word': [('said', 'lecture')], 'tmp_doc': [('F', ' forest says drug trial misses goal. forest laboratories inc. ( frx ) on tuesday lecture its experimental hypertension drug failed to meet all its goals in an effectiveness study, an outcome that will delay development and may lead to a new trial. ')], 'ori_prob': 0.33732789754867554, 'new_prob': 0.2900860607624054, 'sim_score': 0.9878118, 'flu_score': 311.9218114364074, 'gram_score': 4}], ['Windows-Based Treo On the Way?. Earlier today, Engadget broke the story that PalmONE might be looking at possibly making a Windows-based Treo. Not dumping the PalmSource Treo #39;s that run PalmOS, merely adding to the line.', {'sub_word_num': 12, 'delta': 0.2470487505197525, 'replacement_word': [('treo', 'tre'), ('engadget', 'today'), ('palmone', 'palm'), ('might', 'palm'), ('possibly', 'looking'), ('windows', 'looking'), ('treo', 'based'), ('palmsource', 'banking'), ('treo', 'banking'), ('run', '39'), ('merely', 'palm'), ('line', 'adding')], 'tmp_doc': [('W', ' windows - based tre on the way?. earlier today, today broke the story that palm palm be looking at looking making a looking - based based. not dumping the banking banking # 39 ; s that 39 palmos, palm adding to the adding. ')], 'ori_prob': 0.43915414810180664, 'new_prob': 0.19210539758205414, 'sim_score': 0.5105217, 'flu_score': 1243.1720835543722, 'gram_score': 6}], ['Volkswagen #39;s talks with union move forward. LONDON, November 2 (newratings.com) - The German automotive giant, Volkswagen AG (VOW.ETR), continued its negotiations with the labour union today on its planned labour cost reductions.', {'sub_word_num': 4, 'delta': 0.21171194314956665, 'replacement_word': [('union', 'mating'), ('move', 'mating'), ('continued', 'reins'), ('negotiations', 'voice')], 'tmp_doc': [('V', ' volkswagen # 39 ; s talks with mating mating forward. london, november 2 ( newratings. com ) - the german automotive giant, volkswagen ag ( vow. etr ), reins its voice with the labour union today on its planned labour cost reductions. ')], 'ori_prob': 0.42341288924217224, 'new_prob': 0.2117009460926056, 'sim_score': 0.8737975, 'flu_score': 579.3658741670444, 'gram_score': 9}], ['Death toll climbs in Baghdad blast. A car bomb exploded outside the education ministry in central Baghdad on Tuesday, killing at least six people and wounding about eight, the interior ministry said.', {'sub_word_num': 17, 'delta': 0.2221549153327942, 'replacement_word': [('blast', 'beat'), ('car', 'scramble'), ('bomb', 'scramble'), ('exploded', 'auto'), ('outside', 'ic'), ('education', 'outside'), ('ministry', 'outside'), ('baghdad', 'team'), ('tuesday', 'central'), ('killing', 'tuesday'), ('six', 'throttle'), ('people', 'throttle'), ('wounding', 'crowd'), ('eight', 'crowd'), ('interior', 'eight'), ('ministry', 'eight'), ('said', 'indoor')], 'tmp_doc': [('D', ' death toll climbs in baghdad beat. a scramble scramble auto ic the outside outside in central team on central, tuesday at least throttle throttle and crowd about crowd, the eight eight indoor. 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Second seed Lleyton Hewitt beat Gael Monfils 6-3, 7-6 (3) on Tuesday, turning back the French teenager #39;s bid for a second upset at the ?', {'sub_word_num': 13, 'delta': 0.22760599851608276, 'replacement_word': [('second', '2d'), ('seed', '2d'), ('lleyton', 'reproduction'), ('beat', 'hewitt'), ('gael', 'hewitt'), ('7', '3'), ('6', '3'), ('tuesday', '3'), ('turning', 'sp'), ('french', 'sp'), ('teenager', 'sp'), ('bid', '39'), ('second', '39')], 'tmp_doc': [('H', ' hewitt advances to round 3 at paris masters. 2d 2d reproduction hewitt hewitt hewitt monfils 6 - 3, 3 - 3 ( 3 ) on 3, sp back the sp sp # 39 ; s 39 for a 39 upset at the? ')], 'ori_prob': 0.4739937484264374, 'new_prob': 0.24638774991035461, 'sim_score': 0.69670767, 'flu_score': 285.85295172913277, 'gram_score': 6}], ['Group E: Arsenal mystery continues. Arsenal wasted a golden opportunity to virtually guarantee themselves a place in the knockout phase of the Champions League when they were held to a 1-1 draw by Panathinaikos at Highbury on Tuesday.', {'sub_word_num': 13, 'delta': 0.25795602798461914, 'replacement_word': [('group', 'sect'), ('continues', 'mystery'), ('wasted', 'arsenal'), ('opportunity', 'golden'), ('virtually', 'ni'), ('knockout', 'place'), ('phase', 'knockout'), ('champions', 'module'), ('league', 'human'), ('held', 'bond'), ('1', 'withstand'), ('draw', '1'), ('highbury', 'pan')], 'tmp_doc': [('G', ' sect e : arsenal mystery mystery. arsenal arsenal a golden golden to ni guarantee themselves a place in the place knockout of the module human when they were bond to a withstand - 1 1 by panathinaikos at pan on tuesday. ')], 'ori_prob': 0.45683273673057556, 'new_prob': 0.19887670874595642, 'sim_score': 0.68869287, 'flu_score': 1329.5584287003157, 'gram_score': 6}], ['Time Warner Shares Idle Ahead of Report. Shares of Media giant Time Warner Inc. were little changed Monday ahead of the company #39;s third-quarter earnings report as investors wonder exactly what chairman Dick Parsons might say about its troubled America Online unit.', {'sub_word_num': 13, 'delta': 0.18702855706214905, 'replacement_word': [('media', 'mode'), ('giant', 'whale'), ('warner', 'time'), ('inc', 'time'), ('changed', 'mu'), ('39', 'company'), ('third', 'tertiary'), ('quarter', 'tertiary'), ('wonder', 'report'), ('exactly', 'report'), ('dick', 'report'), ('online', 'might'), ('unit', 'troubled')], 'tmp_doc': [('T', ' time warner shares idle ahead of report. shares of mode whale time time time. were little mu monday ahead of the company # company ; s tertiary - tertiary earnings report as investors report report what chairman report parsons might say about its troubled america might troubled. 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Joining an apparent feeding frenzy, Northwest Airlines (nasdaq: NWAC - news - people ) on Tuesday said it plans to expand in Indianapolis, a move that will knock rival ATA Airlines from its No.', {'sub_word_num': 14, 'delta': 0.17900091409683228, 'replacement_word': [('steenland', 'terrain'), ('joins', 'northwest'), ('southwest', 'northwest'), ('raiding', 'southwest'), ('turf', 'ata'), ('apparent', 'northwest'), ('frenzy', 'apparent'), ('northwest', 'feeding'), ('airlines', 'feeding'), ('nasdaq', 'northwest'), ('nwac', 'da'), ('said', 'people'), ('plans', 'tuesday'), ('will', 'move')], 'tmp_doc': [('S', ' terrain : northwest northwest northwest in southwest bankrupt ata ata. gnawed by northwest. joining an northwest feeding apparent, feeding feeding ( northwest :da - news - people ) on tuesday people it tuesday to expand in indianapolis, a move that move knock rival ata airlines from its no. ')], 'ori_prob': 0.4354000389575958, 'new_prob': 0.25639912486076355, 'sim_score': 0.8156389, 'flu_score': 773.1625648490518, 'gram_score': 8}], ['FleetCenter to be reunion arena. It has all the gossipy intrigue and social awkwardness of seating the still-respected ex-wife and the sexy new girlfriend at the same table for a family wedding.', {'sub_word_num': 1, 'delta': 0.16954165697097778, 'replacement_word': [('family', 'genus')], 'tmp_doc': [('F', ' fleetcenter to be reunion arena. it has all the gossipy intrigue and social awkwardness of seating the still - respected ex - wife and the sexy new girlfriend at the same table for a genus wedding. ')], 'ori_prob': 0.3894835114479065, 'new_prob': 0.2199418544769287, 'sim_score': 0.96798235, 'flu_score': 312.00511466777596, 'gram_score': 3}], ['Oil firms above \\$50 as Bush nears win. Oil prices jumped above \\$50 a barrel this morning, supported by US election tallies projecting a slim lead for President George W Bush.', {'sub_word_num': 33, 'delta': 0.20324550569057465, 'replacement_word': [('oil', 'sesame'), ('firms', 'far'), ('\\$', '\\'), ('50', '$'), ('as', '50'), ('bush', 'as'), ('nears', 'bush'), ('win', 'near'), ('.', 'win'), ('oil', '.'), ('prices', 'fossil'), ('jumped', 'far'), ('above', 'far'), ('\\$', 'above'), ('50', '\\'), ('a', '$'), ('barrel', 'ina'), ('this', 'a'), ('morning', '50'), (',', 'this'), ('supported', 'aurora'), ('by', ','), ('us', 'dawn'), ('election', 'by'), ('tallies', 'pre'), ('projecting', 'pre'), ('a', 'election'), ('slim', 'projecting'), ('lead', 'arere'), ('president', 'slim'), ('george', 'slim'), ('w', 'slim'), ('bush', 'slim')], 'tmp_doc': [('O', ' sesame far above \\ $ 50 as bush near win. fossil far far above \\ $ina a 50 this aurora, dawn by pre pre election projecting arere for slim slim slim slim. 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Russell doesn #39;t need to; he saw it all himself, as part of the not-quite Team of the Century.', {'sub_word_num': 19, 'delta': 0.20973354578018188, 'replacement_word': [('away', 'forth'), ('lakers', 'sc'), ('bryon', 'cl'), ('plan', 'mapping'), ('read', 'brows'), ('phil', 'brows'), ('jackson', 'en'), ('39', 'ph'), ('book', '39'), ('lakers', '39'), ('tumultuous', '39'), ('2003', '39'), ('season', '04'), ('39', 'ati'), ('need', '39'), ('saw', 'pre'), ('quite', 'part'), ('team', 'part'), ('century', 'part')], 'tmp_doc': [('R', ' russell moving on, forth from sc. cl russell doesn # 39 ; t mapping to brows brows en # ph ; s 39 on the 39 # 39 ; 39 39 - 04 04. russell doesn #ati ; t 39 to ; he pre it all himself, as part of the not - part part of the part. ')], 'ori_prob': 0.47502443194389343, 'new_prob': 0.26529088616371155, 'sim_score': 0.611218, 'flu_score': 341.46405470407484, 'gram_score': 6}], ['Atlantic City settlement. In an agreement that could have significant implications for locked- out San Francisco hotel workers, striking casino workers in Atlantic City today are expected to ratify a deal that offers lucrative benefits but abandons the union #39;s strategy to ', {'sub_word_num': 1, 'delta': 0.15087971091270447, 'replacement_word': [('hotel', 'khan')], 'tmp_doc': [('A', ' atlantic city settlement. in an agreement that could have significant implications for locked - out san francisco khan workers, striking casino workers in atlantic city today are expected to ratify a deal that offers lucrative benefits but abandons the union # 39 ; s strategy to ')], 'ori_prob': 0.4558195173740387, 'new_prob': 0.30493980646133423, 'sim_score': 0.9681143, 'flu_score': 239.08030222398602, 'gram_score': 4}], ['Report: Lehman to get Ryder Cup job. Tom Lehman will get the chance to succeed where Hal Sutton failed when he is introduced as the 2006 United States Ryder Cup captain, according to golfdigest.', {'sub_word_num': 15, 'delta': 0.27703535556793213, 'replacement_word': [('get', 'stimulate'), ('ryder', 'sauce'), ('cup', 'tea'), ('job', 'mission'), ('lehman', 'tom'), ('will', 'tom'), ('get', 'stimulate'), ('hal', 'succeed'), ('sutton', 'breeding'), ('introduced', 'cuckoo'), ('2006', 'introduced'), ('ryder', 'united'), ('cup', 'united'), ('captain', 'united'), ('golfdigest', 'police')], 'tmp_doc': [('R', ' report : lehman to stimulate sauce tea mission. tom tom tom stimulate the chance to succeed where succeed breeding failed when he is cuckoo as the introduced united states united united united, according to police. ')], 'ori_prob': 0.4649626314640045, 'new_prob': 0.1879272758960724, 'sim_score': 0.4371311, 'flu_score': 975.3201440352343, 'gram_score': 3}], ['Interpublic Posts Wider 3Q Loss. Interpublic Group of Cos., the world #39;s third-largest ad conglomerate, said Wednesday that third-quarter losses widened significantly on increased charges as well as greater salary and severance costs.', {'sub_word_num': 11, 'delta': 0.2066381871700287, 'replacement_word': [('interpublic', 'eli'), ('world', 'humans'), ('39', 'humans'), ('third', 'tertiary'), ('ad', 'broad'), ('third', 'tertiary'), ('quarter', 'fragment'), ('losses', 'fragment'), ('well', 'increased'), ('greater', 'increased'), ('severance', 'salary')], 'tmp_doc': [('I', ' eli posts wider 3q loss. interpublic group of cos., the humans # humans ; s tertiary - largest broad conglomerate, said wednesday that tertiary - fragment fragment widened significantly on increased charges as increased as increased salary and salary costs. ')], 'ori_prob': 0.4728277325630188, 'new_prob': 0.2661895453929901, 'sim_score': 0.66722494, 'flu_score': 2051.7534783106657, 'gram_score': 5}], ['Wal-Mart China business grows. Wal-Mart Stores, the worlds No.1 retailer, said the number of its China stores would be lifted by at least 15 new stores with the total of around 45 outlets throughout China.', {'sub_word_num': 6, 'delta': 0.2071153223514557, 'replacement_word': [('mart', 'ki'), ('mart', 'ki'), ('stores', 'ki'), ('worlds', 'humans'), ('new', '15'), ('45', 'total')], 'tmp_doc': [('W', ' wal - ki china business grows. wal - ki ki, the humans no. 1 retailer, said the number of its china stores would be lifted by at least 15 15 stores with the total of around total outlets throughout china. ')], 'ori_prob': 0.4446602463722229, 'new_prob': 0.2375449240207672, 'sim_score': 0.78252256, 'flu_score': 221.0380768268196, 'gram_score': 4}], ['Stocks Leap, Dow Up 142 Points at Open. US stocks soared at the open on Wednesday as investors bet that George W. Bush would soon be declared the winner in the tight presidential race despite disputed results in the key state of Ohio.', {'sub_word_num': 10, 'delta': 0.10536313056945801, 'replacement_word': [('142', 'mega'), ('open', 'und'), ('wednesday', 'open'), ('investors', 'wednesday'), ('bet', 'wednesday'), ('w', 'george'), ('soon', 'bush'), ('presidential', 'winner'), ('despite', 'vice'), ('key', 'disputed')], 'tmp_doc': [('S', ' stocks leap, dow up mega points at und. us stocks soared at the open on open as wednesday wednesday that george george. bush would bush be declared the winner in the tight winner race vice disputed results in the disputed state of ohio. ')], 'ori_prob': 0.377302885055542, 'new_prob': 0.271939754486084, 'sim_score': 0.8516599, 'flu_score': 571.1810975204792, 'gram_score': 5}], ['Nokia to launch RFID phone kit with a magic touch. Nokia has launched its first product that supports Near Field Communication (NFC), an emerging radio frequency identification (RFID) technology that could have significant implications for mobile commerce.', {'sub_word_num': 14, 'delta': 0.19307264685630798, 'replacement_word': [('nokia', 'round'), ('kit', 'cup'), ('touch', 'pinch'), ('nokia', 'pinch'), ('has', 'nokia'), ('launched', 'round'), ('supports', 'sum'), ('),', 'nfc'), ('frequency', 'radio'), ('identification', 'radio'), ('technology', 'rf'), ('significant', 'applied'), ('implications', 'cardinal'), ('mobile', 'cardinal')], 'tmp_doc': [('N', ' round to launch rfid phone cup with a magic pinch. pinch nokia round its first product that sum near field communication ( nfc nfc an emerging radio radio radio ( rfid ) rf that could have applied cardinal for cardinal commerce. ')], 'ori_prob': 0.46599361300468445, 'new_prob': 0.27292096614837646, 'sim_score': 0.8014503, 'flu_score': 692.6553804255606, 'gram_score': 6}], ['BOND REPORT. CHICAGO (CBS.MW) - Treasurys remained solidly lower Wednesday in the wake of election results that had President Bush ahead of Democratic challenger John Kerry.', {'sub_word_num': 7, 'delta': 0.15516948699951172, 'replacement_word': [('treasurys', 'vault'), ('solidly', 'remained'), ('lower', 'remained'), ('election', 'wake'), ('results', 'wake'), ('challenger', 'ahead'), ('kerry', 'democratic')], 'tmp_doc': [('B', ' bond report. chicago ( cbs. mw ) - vault remained remained remained wednesday in the wake of wake wake that had president bush ahead of democratic ahead john democratic. ')], 'ori_prob': 0.45132461190223694, 'new_prob': 0.2961551249027252, 'sim_score': 0.7274473, 'flu_score': 1926.3157231020994, 'gram_score': 6}], ['Dutch Film Director Theo Van Gogh Killed. Dutch film director and columnist Theo van Gogh was shot and killed yesterday morning in Amsterdam. The company Gogh owned and worked explained that he was attacked and murdered in the morning at Lineaustraat Street.', {'sub_word_num': 10, 'delta': 0.12511810660362244, 'replacement_word': [('theo', 'director'), ('gogh', 'van'), ('killed', 'van'), ('film', 'dutch'), ('van', 'theo'), ('gogh', 'theo'), ('killed', 'shot'), ('morning', 'yesterday'), ('murdered', 'attacked'), ('lineaustraat', 'morning')], 'tmp_doc': [('D', ' dutch film director director van van van. dutch dutch director and columnist theo theo theo was shot and shot yesterday yesterday in amsterdam. the company gogh owned and worked explained that he was attacked and attacked in the morning at morning street. ')], 'ori_prob': 0.41914376616477966, 'new_prob': 0.2940256595611572, 'sim_score': 0.85558975, 'flu_score': 206.6812417511899, 'gram_score': 6}], ['No quick fix in Boeing-Airbus talks. World Trade Organization (WTO) talks on a transatlantic row over plane subsidies will bring no quick fix for what could be the biggest commercial dispute in WTO history, officials and analysts warned on Wednesday.', {'sub_word_num': 12, 'delta': 0.18049269914627075, 'replacement_word': [('world', 'humans'), ('trade', 'interchange'), ('wto', 'organization'), ('transatlantic', 'trans'), ('subsidies', 'plane'), ('will', 'plane'), ('biggest', 'best'), ('commercial', 'biggest'), ('dispute', 'biggest'), ('wto', 'bun'), ('warned', 'officials'), ('wednesday', 'analysts')], 'tmp_doc': [('N', ' no quick fix in boeing - airbus talks. humans interchange organization ( organization ) talks on a trans row over plane plane plane bring no quick fix for what could be the best biggest biggest in bun history, officials and analysts officials on analysts. ')], 'ori_prob': 0.4485885798931122, 'new_prob': 0.26809588074684143, 'sim_score': 0.7170041, 'flu_score': 873.3180138504159, 'gram_score': 5}], ['CRICKET: Boje pulls out of tour to India. South Africa #39;s vice-captain Nicky Boje has pulled out of the team to tour India next week because he has not been given any assurance by the Indian Police that he would not be arrested in connection with the 2000 match-fixing saga.', {'sub_word_num': 15, 'delta': 0.1817789375782013, 'replacement_word': [('cricket', 'worm'), ('tour', 'journey'), ('africa', 'south'), ('vice', '39'), ('captain', 'adjunct'), ('boje', 'police'), ('has', 'nicky'), ('pulled', 'stimulate'), ('team', 'ministry'), ('tour', 'ministry'), ('india', 'ministry'), ('because', 'week'), ('given', 'has'), ('connection', 'arrested'), ('match', 'arrested')], 'tmp_doc': [('C', ' worm : boje pulls out of journey to india. south south # 39 ; s 39 - adjunct nicky police nicky stimulate out of the ministry to ministry ministry next week week he has not been has any assurance by the indian police that he would not be arrested in arrested with the 2000 arrested - fixing saga. ')], 'ori_prob': 0.46300309896469116, 'new_prob': 0.28122416138648987, 'sim_score': 0.6402121, 'flu_score': 613.6033543657306, 'gram_score': 4}], ['Caley Determined to Make Right Choice. Inverness Caledonian Thistle chairman Ken Mackie insists the club will not be rushed into appointing a successor to John Robertson.', {'sub_word_num': 11, 'delta': 0.17260122299194336, 'replacement_word': [('right', 'make'), ('thistle', 'caledonian'), ('ken', 'chairman'), ('mackie', 'ken'), ('insists', 'discover'), ('club', 'cl'), ('will', 'cl'), ('rushed', 'will'), ('appointing', 'die'), ('successor', 'die'), ('john', 'inherit')], 'tmp_doc': [('C', ' caley determined to make make choice. inverness caledonian caledonian chairman chairman ken discover the cl cl not be will into die a die to inherit robertson. ')], 'ori_prob': 0.4468095898628235, 'new_prob': 0.2742083668708801, 'sim_score': 0.6829762, 'flu_score': 678.3735826195458, 'gram_score': 6}], ['Ford: Monthly Sales Drop, Company Looks To New Vehicles. Cruising along the ever-stretching road of decline. Auto giant Ford Motor (nyse: F - news - people ) reported vehicle sales in October that fell 5 from a year ago.', {'sub_word_num': 10, 'delta': 0.1661187708377838, 'replacement_word': [('ford', 'crossing'), ('drop', 'sales'), ('new', 'company'), ('stretching', 'cruising'), ('road', 'mode'), ('decline', 'orbit'), ('news', 'se'), ('people', 'f'), ('fell', 'reported'), ('5', 'sales')], 'tmp_doc': [('F', ' crossing : monthly sales sales, company looks to company vehicles. cruising along the ever - cruising mode of orbit. auto giant ford motor ( nyse : f -se - f ) reported vehicle sales in october that reported sales from a year ago. ')], 'ori_prob': 0.4654206335544586, 'new_prob': 0.2993018627166748, 'sim_score': 0.8146398, 'flu_score': 536.1146358280754, 'gram_score': 6}], ['Deportivo La Corua 0-1 Liverpool: FT Report. LA CORUNA, November 3 (Champions League) - Rafael Benitez heard his name ring around a Spanish stadium in his homeland again but this time it was from Scouse voices rather than those in Valencia, with whom he won La Liga.', {'sub_word_num': 17, 'delta': 0.27924418449401855, 'replacement_word': [('1', 'atomic'), ('liverpool', 'sw'), ('coruna', 'co'), ('november', '2004'), ('3', '2004'), ('league', 'coalition'), ('rafael', 'coalition'), ('benitez', 'coalition'), ('heard', 'ct'), ('name', 'brand'), ('ring', 'brand'), ('spanish', 'ring'), ('stadium', 'ring'), ('scouse', 'time'), ('rather', 'jazz'), ('valencia', 'voices'), ('liga', 'la')], 'tmp_doc': [('D', ' deportivo la corua 0 - atomic sw : ft report. la co, 2004 2004 ( champions coalition ) - coalition coalition ct his brand brand around a ring ring in his homeland again but this time it was from time voices jazz than those in voices, with whom he won la la. ')], 'ori_prob': 0.46619871258735657, 'new_prob': 0.1869545429944992, 'sim_score': 0.4056017, 'flu_score': 1169.7570462539643, 'gram_score': 6}], ['Roma 1-1 Bayer Leverkusen: FT Report. ROME, November 3 (Champions League) - Vincenzo Montella #39;s injury-time equaliser forced Bayer Leverkusen to settle for a share of the points on Wednesday in Group B of the Champions League but the Eternal City club are virtually eliminated if not yet ', {'sub_word_num': 18, 'delta': 0.21544700860977173, 'replacement_word': [('leverkusen', 'notification'), ('report', 'study'), ('league', '3'), ('vincenzo', 'tre'), ('injury', 'decay'), ('time', 'decay'), ('equaliser', 'decay'), ('bayer', 'prison'), ('settle', 'lever'), ('share', 'feed'), ('points', 'composition'), ('wednesday', 'atomic'), ('group', 'atomic'), ('champions', 'atomic'), ('league', 'atomic'), ('eternal', 'coalition'), ('city', 'coalition'), ('virtually', 'club')], 'tmp_doc': [('R', ' roma 1 - 1 bayer notification : ft study. rome, november 3 ( champions 3 ) - tre montella # 39 ; s decay - decay decay forced prison leverkusen to lever for a feed of the composition on atomic in atomic b of the atomic atomic but the coalition coalition club are club eliminated if not yet ')], 'ori_prob': 0.4730691611766815, 'new_prob': 0.2576221525669098, 'sim_score': 0.5150283, 'flu_score': 1346.2947973897185, 'gram_score': 8}], ['US stocks: Markets rally on Bush win; oil surge limits gains. US stocks rallied Wednesday, boosted by shares of health and defence companies that are seen benefiting from the re-election of President George W. Bush, but higher oil prices checked advances.', {'sub_word_num': 16, 'delta': 0.13646933436393738, 'replacement_word': [('markets', 'ki'), ('bush', 'cr'), ('oil', 'fossil'), ('surge', 'fossil'), ('boosted', 'rallied'), ('health', 'shares'), ('companies', 'wellness'), ('re', 'benefit'), ('election', 'ing'), ('president', 're'), ('george', 're'), ('w', 're'), ('higher', 'ceo'), ('prices', 'bush'), ('checked', 'bush'), ('advances', 'bush')], 'tmp_doc': [('U', ' us stocks : ki rally on cr win ; fossil fossil limits gains. us stocks rallied wednesday, rallied by shares of shares and defence wellness that are seen benefiting from the benefit -ing of re re re. bush, but ceo oil bush bush bush. 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NEW YORK Time Warner, the largest US media company and owner of America Online, said Wednesday that its third-quarter profit fell 7.8 percent as it set aside money to pay for potential penalties stemming from a government inquiry into its accounting ', {'sub_word_num': 14, 'delta': 0.1401383876800537, 'replacement_word': [('time', 'prison'), ('time', 'prison'), ('media', 'us'), ('company', 'us'), ('owner', 'us'), ('third', 'wednesday'), ('profit', 'quarter'), ('fell', 'vantage'), ('7', 'vantage'), ('8', 'vantage'), ('percent', 'pc'), ('set', 'pc'), ('money', 'aside'), ('stemming', 'potential')], 'tmp_doc': [('T', ' prison warner readies for accounting fallout. new york prison warner, the largest us us us and us of america online, said wednesday that its wednesday - quarter quarter vantage vantage. vantage pc as it pc aside aside to pay for potential penalties potential from a government inquiry into its accounting ')], 'ori_prob': 0.4342218339443207, 'new_prob': 0.29408344626426697, 'sim_score': 0.642317, 'flu_score': 830.8737956816977, 'gram_score': 7}], ['SIA: Chip sales to hit record, flatten. Worldwide semiconductor sales will hit an all-time high in 2004 but stay relatively flat in 2005 before climbing again over the next two years, according to the Semiconductor Industry Association.', {'sub_word_num': 6, 'delta': 0.06080111861228943, 'replacement_word': [('sales', 'bun'), ('time', 'metre'), ('relatively', 'stay'), ('2005', 'inside'), ('years', 'two'), ('association', 'semiconductor')], 'tmp_doc': [('S', ' sia : chip bun to hit record, flatten. worldwide semiconductor sales will hit an all - metre high in 2004 but stay stay flat in inside before climbing again over the next two two, according to the semiconductor industry semiconductor. ')], 'ori_prob': 0.35060593485832214, 'new_prob': 0.2898048162460327, 'sim_score': 0.82706547, 'flu_score': 417.6549323845655, 'gram_score': 4}], ['Foreign reactions to the election. Top foreign officials across Europe are either accepting or welcoming the second term for President Bush. 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Yukos warned yesterday it could declare bankruptcy within months following fresh tax claims that could leave Russia #39;s biggest oil company facing an astronomical bill of \\$17 billion (R104 billion).', {'sub_word_num': 17, 'delta': 0.1701832413673401, 'replacement_word': [('vote', 'poll'), ('yukos', 'cretaceous'), ('yesterday', 'cretaceous'), ('declare', 'ind'), ('bankruptcy', 'abortion'), ('months', 'calendar'), ('following', 'calendar'), ('tax', 'fresh'), ('russia', 'claims'), ('39', 'leave'), ('company', 'biggest'), ('facing', 'biggest'), ('bill', 'bank'), ('\\$', 'bank'), ('17', 'pl'), ('billion', 'pl'), (').', 'billion')], 'tmp_doc': [('Y', ' yukos to poll on bankruptcy. cretaceous warned cretaceous it could ind abortion within calendar calendar fresh fresh claims that could leave claims # leave ; s biggest oil biggest biggest an astronomical bank of bank pl pl ( r104 billion billion ')], 'ori_prob': 0.4601968228816986, 'new_prob': 0.2900135815143585, 'sim_score': 0.630923, 'flu_score': 2639.9688480446293, 'gram_score': 8}], ['Blair Calls for World to Unite. Prime Minister Tony Blair tried to bridge the trans-Atlantic rift over Iraq, urging a  quot;fractured, divided and uncertain quot; world to unite in the wake of President Bush #39;s election victory.', {'sub_word_num': 11, 'delta': 0.21731263399124146, 'replacement_word': [('blair', 'polar'), ('calls', 'phone'), ('prime', 'polar'), ('minister', 'polar'), ('tony', 'curate'), ('tried', 'blair'), ('rift', 'trans'), ('quot', 'urging'), ('world', 'quo'), ('bush', 'wake'), ('39', 'president')], 'tmp_doc': [('B', ' polar phone for world to unite. polar polar curate blair blair to bridge the trans - atlantic trans over iraq, urging a urging ; fractured, divided and uncertain quot ; quo to unite in the wake of president wake # president ; s election victory. ')], 'ori_prob': 0.4738744795322418, 'new_prob': 0.25656184554100037, 'sim_score': 0.78912026, 'flu_score': 769.4174711115538, 'gram_score': 5}], ['C #39;s open with dang: Squander 18-point lead in loss to Sixers. 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The National Health Service (NHS) has extended a software licensing deal with Microsoft for nine years - three times longer than its current agreement.', {'sub_word_num': 15, 'delta': 0.21359167993068695, 'replacement_word': [('nhs', 'address'), ('year', 'century'), ('microsoft', 'stock'), ('national', 'interior'), ('health', 'wellness'), ('service', 'labour'), ('nhs', 'bill'), ('has', 'round'), ('software', 'sa'), ('licensing', 'translator'), ('microsoft', 'deal'), ('nine', 'deal'), ('three', 'nine'), ('current', 'longer'), ('agreement', 'current')], 'tmp_doc': [('N', ' address signs nine - century extension with stock. the interior wellness labour ( bill ) round extended a sa translator deal with deal for deal years - nine times longer than its longer current. ')], 'ori_prob': 0.40526244044303894, 'new_prob': 0.191670760512352, 'sim_score': 0.4900498, 'flu_score': 2506.533156231418, 'gram_score': 4}], ['Crude Futures Ease on News of Good Supply. Crude futures eased slightly Thursday after a US government report showed another boost in supplies ahead of the Northern Hemisphere winter.', {'sub_word_num': 5, 'delta': 0.17326173186302185, 'replacement_word': [('futures', 'vista'), ('futures', 'crude'), ('eased', 'crude'), ('us', 'thursday'), ('government', 'us')], 'tmp_doc': [('C', ' crude vista ease on news of good supply. crude crude crude slightly thursday after a thursday us report showed another boost in supplies ahead of the northern hemisphere winter. ')], 'ori_prob': 0.4400164484977722, 'new_prob': 0.26675471663475037, 'sim_score': 0.77625144, 'flu_score': 465.9586290625662, 'gram_score': 3}], ['MCI Reports \\$3.4 Bln Third-Quarter Loss. 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President Bush told a Thursday news conference he would continue to lead the United States in promoting freedom and democracy in the Middle East.', {'sub_word_num': 2, 'delta': 0.17422270774841309, 'replacement_word': [('work', 'play'), ('allies', 'league')], 'tmp_doc': [('B', ' bush says he will play with league. president bush told a thursday news conference he would continue to lead the united states in promoting freedom and democracy in the middle east. ')], 'ori_prob': 0.472612589597702, 'new_prob': 0.29838988184928894, 'sim_score': 0.9482551, 'flu_score': 97.12138518407662, 'gram_score': 4}], ['Mortgage Rates Rise Around the Country. 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A LETTER left on the body of a Dutch filmmmaker murdered in Amsterdam contained death threats against a Dutch politician, the justice minister said today.', {'sub_word_num': 8, 'delta': 0.20147165656089783, 'replacement_word': [('threats', 'beat'), ('body', 'organism'), ('letter', 'leaf'), ('left', 'leaf'), ('body', 'leaf'), ('dutch', 'organism'), ('death', 'amsterdam'), ('said', 'justice')], 'tmp_doc': [('D', ' death beat on film - maker # 39 ; s organism. a leaf leaf on the leaf of a organism filmmmaker murdered in amsterdam contained amsterdam threats against a dutch politician, the justice minister justice today. ')], 'ori_prob': 0.456325501203537, 'new_prob': 0.25485384464263916, 'sim_score': 0.758366, 'flu_score': 774.8100723361753, 'gram_score': 5}], ['Stuttgart Closing on Qualification. VfB Stuttgart went clear at the top of UEFA Group G with a convincing 3-0 win over Portuguese giants Benfica. Brazilian striker Cacau put Matthias Sammers side ahead and further ', {'sub_word_num': 11, 'delta': 0.16746291518211365, 'replacement_word': [('vfb', 'atomic'), ('stuttgart', 'atomic'), ('clear', 'un'), ('group', 'uefa'), ('convincing', 'g'), ('0', '3'), ('win', '3'), ('giants', 'experience'), ('brazilian', 'portuguese'), ('striker', 'portuguese'), ('side', 'sam')], 'tmp_doc': [('S', ' stuttgart closing on qualification. atomic atomic went un at the top of uefa uefa g with a g 3 - 3 3 over portuguese experience benfica. portuguese portuguese cacau put matthias sammers sam ahead and further ')], 'ori_prob': 0.44539520144462585, 'new_prob': 0.2779322862625122, 'sim_score': 0.7838271, 'flu_score': 470.88301161242913, 'gram_score': 4}], ['Brennan Confirms Departure. For 18 years Tom Brennan has been has been a sidelines fixture at Patrick Gym.His 19th will be his last. Today at his news conference, Brennan admitted he was at the end.', {'sub_word_num': 8, 'delta': 0.17335602641105652, 'replacement_word': [('tom', 'years'), ('has', 'brennan'), ('sidelines', 'has'), ('fixture', 'cluster'), ('gym', 'patrick'), ('news', 'today'), ('conference', 'intelligence'), ('admitted', 'brennan')], 'tmp_doc': [('B', ' brennan confirms departure. for 18 years years brennan brennan been has been a has cluster at patrick patrick. his 19th will be his last. today at his today intelligence, brennan brennan he was at the end. ')], 'ori_prob': 0.4500606656074524, 'new_prob': 0.2767046391963959, 'sim_score': 0.8411733, 'flu_score': 140.8687059141788, 'gram_score': 8}], ['RAP OVER DANGER DRUG BAN. A PAINKILLER for arthritis sufferers should have been banned four years ago, experts said yesterday. Vioxx, used by 400,000 Brits, was taken off the market by its US makers last month due to potentially deadly side-effects.', {'sub_word_num': 3, 'delta': 0.04759800434112549, 'replacement_word': [('danger', 'hazard'), ('market', 'bun'), ('effects', 'side')], 'tmp_doc': [('R', ' rap over hazard drug ban. a painkiller for arthritis sufferers should have been banned four years ago, experts said yesterday. vioxx, used by 400, 000 brits, was taken off the bun by its us makers last month due to potentially deadly side - side. ')], 'ori_prob': 0.3357684016227722, 'new_prob': 0.28817039728164673, 'sim_score': 0.9283137, 'flu_score': 136.7748839463366, 'gram_score': 4}], ['Modified mice help explain nicotine addiction. 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Merck and federal officials should have withdrawn the painkiller Vioxx from the market as early as 2000 because studies of the drug had clearly shown that it doubled the risk of heart attacks ', {'sub_word_num': 9, 'delta': 0.17396000027656555, 'replacement_word': [('39', 'r'), ('dangers', 'hazard'), ('merck', 'mer'), ('withdrawn', 'should'), ('early', 'market'), ('2000', 'early'), ('drug', 'studies'), ('had', 'tablet'), ('shown', 'tablet')], 'tmp_doc': [('S', ' study says drug # r ; s hazard were apparent years ago. mer and federal officials should have should the painkiller vioxx from the market as market as early because studies of the studies tablet clearly tablet that it doubled the risk of heart attacks ')], 'ori_prob': 0.4393981099128723, 'new_prob': 0.26543810963630676, 'sim_score': 0.8043262, 'flu_score': 696.944792039745, 'gram_score': 3}], ['Vioxx Should Have Been Recalled In 2000. 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The bitterly fought \\$8.1bn (4.5bn) bid battle for control of Gold Fields is set to become even more acrimonious this week when Harmony Gold Mining launches a fresh attack on its target #39;s track record.', {'sub_word_num': 4, 'delta': 0.07060056924819946, 'replacement_word': [('\\$', 'di'), ('bid', 'di'), ('fields', 'gold'), ('39', 'target')], 'tmp_doc': [('S', ' sparks fly in gold fields bid battle. the bitterly fought di 8. 1bn ( 4. 5bn ) di battle for control of gold gold is set to become even more acrimonious this week when harmony gold mining launches a fresh attack on its target # target ; s track record. ')], 'ori_prob': 0.3233182728290558, 'new_prob': 0.2527177035808563, 'sim_score': 0.91511315, 'flu_score': 387.81017334652574, 'gram_score': 5}], ['Silence the loose cannons. The US presidential election is finally over! Now the hard part begins. 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British Prime Minister Tony Blair, who has pushed for progress on Middle East peace talks and is one of the United States #39; closest allies, will meet with President Bush next week, the White House said on Saturday.', {'sub_word_num': 9, 'delta': 0.1686299443244934, 'replacement_word': [('middle', 'cent'), ('prime', 'polar'), ('middle', 'cent'), ('peace', 'east'), ('talks', 'rep'), ('closest', '39'), ('bush', 'meet'), ('house', 'white'), ('saturday', 'planetary')], 'tmp_doc': [('B', ' blair, bush to meet as cent east issues loom. british polar minister tony blair, who has pushed for progress on cent east east rep and is one of the united states # 39 ; 39 allies, will meet with president meet next week, the white white said on planetary. ')], 'ori_prob': 0.47435280680656433, 'new_prob': 0.3057228624820709, 'sim_score': 0.74236214, 'flu_score': 478.30609451490426, 'gram_score': 6}], ['Bridges Loom as Cash Cow That Nobody Dares to Milk. 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NEW YORK (Reuters) - The bonanza many believe President  Bush has handed the mutual fund industry with his plans to  reform Social Security may be a mirage, industry leaders said  on Friday.', {'sub_word_num': 6, 'delta': 0.17384377121925354, 'replacement_word': [('boon', 'zen'), ('reuters', 'york'), ('many', 'bon'), ('mutual', 'interactive'), ('reform', 'inn'), ('mirage', 'security')], 'tmp_doc': [('S', ' social security reform a zen for funds?. new york ( york ) - the bonanza bon believe president bush has handed the interactive fund industry with his plans to inn social security may be a security, industry leaders said on friday. ')], 'ori_prob': 0.4481438994407654, 'new_prob': 0.27430012822151184, 'sim_score': 0.8160276, 'flu_score': 727.3167988673628, 'gram_score': 4}], ['union halts vote on grocers #39; offer. Members of the grocery workers union will continue to meet to discuss the final contract proposal from King Soopers, Safeway and Albertsons following a surprise decision by the international union to halt voting on the offers.', {'sub_word_num': 13, 'delta': 0.18657749891281128, 'replacement_word': [('union', 'squad'), ('grocers', 'article'), ('39', 'shop'), ('grocery', 'food'), ('workers', 'rations'), ('contract', 'final'), ('proposal', 'proposition'), ('king', 'cl'), ('soopers', 'cl'), ('following', 'safe'), ('decision', 'observe'), ('voting', 'halt'), ('offers', 'halt')], 'tmp_doc': [('u', ' squad halts vote on article # shop ; offer. members of the food rations union will continue to meet to discuss the final final proposition from cl cl, safeway and albertsons safe a surprise observe by the international union to halt halt on the halt. 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Canada #39;s military ombudsman will travel to Afghanistan next week to investigate troop complaints there, it is reported here Sunday.', {'sub_word_num': 13, 'delta': 0.2135491967201233, 'replacement_word': [('military', 'martial'), ('ombudsman', 'om'), ('troop', 'scout'), ('canada', 'complaints'), ('ombudsman', 'military'), ('will', 'military'), ('travel', 'guide'), ('week', 'afghanistan'), ('investigate', 'work'), ('troop', 'scout'), ('complaints', 'scout'), ('reported', 'team'), ('sunday', 'team')], 'tmp_doc': [('C', ' canada # 39 ; s martial om to investigate scout complaints. complaints # 39 ; s military military military guide to afghanistan next afghanistan to work scout scout there, it is team here team. ')], 'ori_prob': 0.47422200441360474, 'new_prob': 0.26067280769348145, 'sim_score': 0.62148035, 'flu_score': 607.3616267601466, 'gram_score': 4}], ['Unskilled jobs to go. 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As YUKOS contemplates a staggering \\$17.5 billion tax bill, the spectre of bankruptcy has never seemed closer for Russia #39;s biggest oil company.', {'sub_word_num': 21, 'delta': 0.16017284989356995, 'replacement_word': [('kremlin', 'k'), ('yukos', 'yu'), ('fate', 'yu'), ('yukos', 'yu'), ('contemplates', 'yu'), ('a', 'aise'), ('staggering', '\\'), ('\\$', '$'), ('17', 'vent'), ('5', '17'), ('billion', '17'), ('tax', '17'), ('bill', 'billion'), ('spectre', 'toll'), ('bankruptcy', 'toll'), ('has', 'toll'), ('seemed', 'pill'), ('closer', 'abortion'), ('russia', 'abortion'), ('39', 'stimulate'), ('biggest', '39')], 'tmp_doc': [('K', ' k keeps all guessing over yu yu. as yu yu aise \\ $vent. 17 17 17 billion, the toll of toll toll never pill abortion for abortion # stimulate ; s 39 oil company. ')], 'ori_prob': 0.4595259130001068, 'new_prob': 0.29935306310653687, 'sim_score': 0.34582242, 'flu_score': 1296.333865406951, 'gram_score': 4}], ['Remote Control Could Save Soldiers\' Lives (AP). AP - Unmanned aerial vehicles and other so-called "stand-off" weapons, whether currently used or in secret testing, belong to a developing high-tech arsenal that the U.S. military says will help minimize casualties as it battles insurgents.', {'sub_word_num': 1, 'delta': 0.044924795627593994, 'replacement_word': [('weapons', 'lever')], 'tmp_doc': [('R', ' remote control could save soldiers\'lives ( ap ). ap - unmanned aerial vehicles and other so - called " stand - off " lever, whether currently used or in secret testing, belong to a developing high - tech arsenal that the u. s. military says will help minimize casualties as it battles insurgents. ')], 'ori_prob': 0.3396017849445343, 'new_prob': 0.2946769893169403, 'sim_score': 0.95862925, 'flu_score': 246.4340429008921, 'gram_score': 8}], ['Goosen Wins the Tour Championship. Retief Goosen closed with a 6-under 64 to win by four shots and become only the third player to overtake Tiger Woods in the final round.', {'sub_word_num': 15, 'delta': 0.21104028820991516, 'replacement_word': [('goosen', 'goose'), ('tour', 'tourism'), ('championship', 'patronage'), ('retief', 'trial'), ('6', 'closed'), ('win', 'undergo'), ('shots', 'succeed'), ('become', 'four'), ('third', 'grow'), ('player', 'last'), ('overtake', 'gamer'), ('tiger', 'gamer'), ('woods', 'gamer'), ('final', 'ile'), ('round', 'ile')], 'tmp_doc': [('G', ' goose wins the tourism patronage. trial goosen closed with a closed - under 64 to undergo by four succeed and four only the grow last to gamer gamer gamer in the ile ile. ')], 'ori_prob': 0.47259536385536194, 'new_prob': 0.2615550756454468, 'sim_score': 0.5036703, 'flu_score': 1562.7222750622395, 'gram_score': 4}], ["Ramaala's First Marathon Victory Is a Tale of the Tape. South Africa's Hendrik Ramaala, who had never finished higher than fifth in a major marathon, won the New York City Marathon in 2 hours 9 minutes 28 seconds.", {'sub_word_num': 10, 'delta': 0.2565326690673828, 'replacement_word': [('ramaala', 'goose'), ('victory', 'triumph'), ('hendrik', 'hen'), ('ramaala', 'cuckoo'), ('fifth', 'higher'), ('major', 'hardcore'), ('marathon', 'hardcore'), ('new', 'capital'), ('minutes', 'hours'), ('28', 'hours')], 'tmp_doc': [('R', " goose's first marathon triumph is a tale of the tape. south africa's hen cuckoo, who had never finished higher than higher in a hardcore hardcore, won the capital york city marathon in 2 hours 9 hours hours seconds. ")], 'ori_prob': 0.46370193362236023, 'new_prob': 0.20716926455497742, 'sim_score': 0.80714744, 'flu_score': 192.26954317182626, 'gram_score': 4}], ['Big Tax Plans, Big Tax Risks. Reforming the tax system is more politically risky and economically complex than the president let on during the campaign.', {'sub_word_num': 1, 'delta': 0.12261784076690674, 'replacement_word': [('tax', 'toll')], 'tmp_doc': [('B', ' big tax plans, big toll risks. reforming the tax system is more politically risky and economically complex than the president let on during the campaign. ')], 'ori_prob': 0.41303080320358276, 'new_prob': 0.290412962436676, 'sim_score': 0.97465914, 'flu_score': 150.26460391255446, 'gram_score': 2}], ["Costecu Makes It Two. Denisa Costescu follows up her victory in Indianapolis on Saturday with another win at the Veteran's Day 10K Sunday in Washington.", {'sub_word_num': 8, 'delta': 0.26369035243988037, 'replacement_word': [('makes', 'stimulate'), ('follows', 'follow'), ('victory', 'triumph'), ('indianapolis', 'triumph'), ('day', 'veteran'), ('10k', 'solar'), ('sunday', 'solar'), ('washington', 'solar')], 'tmp_doc': [('C', " costecu stimulate it two. denisa costescu follow up her triumph in triumph on saturday with another win at the veteran's veteran solar solar in solar. ")], 'ori_prob': 0.4437680244445801, 'new_prob': 0.1800776720046997, 'sim_score': 0.5472323, 'flu_score': 916.669413607847, 'gram_score': 3}], ['Bonds deserves a  quot;C quot; for historic 73. What symbol should be placed next to Barry Bonds #39; monumental mark of 73 home runs? 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A main rail line between London and southwest England will remain closed for a number of days #39; #39; as UK police investigate the weekend derailment of a FirstGroup Plc train, in which seven people lost their lives.', {'sub_word_num': 11, 'delta': 0.0880800187587738, 'replacement_word': [('derailment', 'fatal'), ('main', 'underlying'), ('southwest', 'london'), ('england', 'london'), ('will', 'southwest'), ('closed', 'remain'), ('39', 'number'), ('police', '39'), ('derailment', 'investigate'), ('seven', 'plc'), ('lost', 'train')], 'tmp_doc': [('U', ' uk train line to be closed for days # 39 ; after fatal fatal. a underlying rail line between london and london london southwest remain remain for a number of days # number ; # 39 ; as uk 39 investigate the weekend investigate of a firstgroup plc train, in which plc people train their lives. ')], 'ori_prob': 0.36087337136268616, 'new_prob': 0.27279335260391235, 'sim_score': 0.8897382, 'flu_score': 330.14798606173724, 'gram_score': 5}], ['S.E.C. Is Said to Examine Stock Pricing by Big Brokers. The Securities and Exchange Commission is looking at brokerage firms suspected of failing to get customers the best stock prices, people briefed on the inquiry said.', {'sub_word_num': 8, 'delta': 0.1355399191379547, 'replacement_word': [('c', 'carbon'), ('pricing', 'breeding'), ('commission', 'team'), ('looking', 'mission'), ('get', 'bug'), ('best', 'customers'), ('stock', 'abundant'), ('said', 'inquiry')], 'tmp_doc': [('S', ' s. e. carbon. is said to examine stock breeding by big brokers. the securities and exchange team is mission at brokerage firms suspected of failing to bug customers the customers abundant prices, people briefed on the inquiry inquiry. ')], 'ori_prob': 0.4401017427444458, 'new_prob': 0.3045618236064911, 'sim_score': 0.80268216, 'flu_score': 449.71753691721966, 'gram_score': 3}], ['India must recognize international realities: PM. Prime Minister Manmohan Singh has responded to the Left #39;s criticism of his congratulatory call to US President George W. Bush by saying India must recognise international realities.', {'sub_word_num': 11, 'delta': 0.23430675268173218, 'replacement_word': [('pm', 'premier'), ('prime', 'polar'), ('minister', 'curate'), ('congratulatory', 'gr'), ('us', 'call'), ('president', 'cheer'), ('w', 'george'), ('bush', 'george'), ('india', 'shrub'), ('recognise', 'shrub'), ('realities', 'recognise')], 'tmp_doc': [('I', ' india must recognize international realities : premier. polar curate manmohan singh has responded to the left # 39 ; s criticism of his gr call to call cheer george george. george by saying shrub must shrub international recognise. 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A series of earthquakes shook central Japan in Niigata prefecture, where quakes that began last month have killed more than 30 people.', {'sub_word_num': 1, 'delta': 0.21186479926109314, 'replacement_word': [('train', 'coach')], 'tmp_doc': [('E', ' earthquakes shake central japan ; bullet coach resumed ( update4 ). a series of earthquakes shook central japan in niigata prefecture, where quakes that began last month have killed more than 30 people. ')], 'ori_prob': 0.4656558930873871, 'new_prob': 0.25379109382629395, 'sim_score': 0.98166025, 'flu_score': 124.40591749568618, 'gram_score': 6}], ['Defense is chief problem again. The Tampa Bay Buccaneers found a way to beat the Kansas City Chiefs. 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Canadian housing starts fell 5.4 percent to an annual pace of 225,000 units in October, led by drops in multi- and single-family homebuilding in cities, the federal government #39;s housing agency said.', {'sub_word_num': 5, 'delta': 0.18772289156913757, 'replacement_word': [('housing', 'trapping'), ('led', 'guide'), ('family', 'genus'), ('housing', 'trapping'), ('agency', 'trapping')], 'tmp_doc': [('C', ' canada oct. trapping starts fall 5. 4, led by cities ( update1 ). canadian housing starts fell 5. 4 percent to an annual pace of 225, 000 units in october, guide by drops in multi - and single - genus homebuilding in cities, the federal government # 39 ; s trapping trapping said. ')], 'ori_prob': 0.43875062465667725, 'new_prob': 0.2510277330875397, 'sim_score': 0.86406064, 'flu_score': 618.0627353521278, 'gram_score': 6}], ['Greenpeace  #39;shocked #39; over death of anti-nuclear protestor. 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News Corp, the media group led by Rupert Murdoch, on Monday announced plans for a poison pill rights issue to prevent a hostile takeover by potential predators such as Liberty Media, one of the company #39;s largest shareholders.', {'sub_word_num': 7, 'delta': 0.19238275289535522, 'replacement_word': [('news', 'ti'), ('corp', 'intelligence'), ('corp', 'news'), ('group', 'squad'), ('announced', 'monday'), ('company', 'squad'), ('39', 'squad')], 'tmp_doc': [('N', ' ti intelligence plans for poison pill. news news, the media squad led by rupert murdoch, on monday monday plans for a poison pill rights issue to prevent a hostile takeover by potential predators such as liberty media, one of the squad # squad ; s largest shareholders. ')], 'ori_prob': 0.4504130184650421, 'new_prob': 0.2580302655696869, 'sim_score': 0.87100637, 'flu_score': 417.55934969584087, 'gram_score': 3}], ["Pfizer's Gloom Factor. The stock will continue to be depressed, but things will improve if Celebrex's safety is proven.", {'sub_word_num': 4, 'delta': 0.17976385354995728, 'replacement_word': [('pfizer', 'match'), ('stock', 'match'), ('will', 'things'), ('improve', 'things')], 'tmp_doc': [('P', " match's gloom factor. the match will continue to be depressed, but things things things if celebrex's safety is proven. ")], 'ori_prob': 0.4065634608268738, 'new_prob': 0.2267996072769165, 'sim_score': 0.63253444, 'flu_score': 338.7003118991019, 'gram_score': 2}], ['IBM: Blue Gene Supercomputer For Sale. 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')], 'ori_prob': 0.4522767961025238, 'new_prob': 0.22626547515392303, 'sim_score': 0.39948335, 'flu_score': 790.2335005754684, 'gram_score': 5}], ['Cellphones outstrip landlines in India (AFP). AFP - Mobile phone users have outstripped traditional landline connections in India, the government announced.', {'sub_word_num': 11, 'delta': 0.10266843438148499, 'replacement_word': [('cellphones', 'winding'), ('outstrip', 'head'), ('afp', 'af'), ('phone', 'mobile'), ('users', 'mobile'), ('outstripped', 'mobile'), ('traditional', 'call'), ('landline', 'call'), ('connections', 'routine'), ('india', 'bond'), ('government', 'bond')], 'tmp_doc': [('C', ' winding head landlines in india ( afp ). af - mobile mobile mobile have mobile call call routine in bond, the bond announced. ')], 'ori_prob': 0.3826511800289154, 'new_prob': 0.2799827456474304, 'sim_score': 0.6415158, 'flu_score': 834.8085486155419, 'gram_score': 5}], ["Scientists Try to Save Largest Salamander (AP). AP - The population of North America's largest salamander is plummeting in Missouri and Arkansas, and scientists from five states met to consider how to prevent the creature's disappearance.", {'sub_word_num': 12, 'delta': 0.15931546688079834, 'replacement_word': [('largest', 'save'), ('salamander', 'ki'), ('ap', 'er'), (').', 'upstate'), ('population', 'ap'), ('north', 'folk'), ('missouri', 'plum'), ('scientists', 'arkansas'), ('five', 'arkansas'), ('consider', 'met'), ('creature', 'prevent'), ('disappearance', 'prevent')], 'tmp_doc': [('S', " scientists try to save save ki (er upstate ap - the ap of folk america's largest salamander is plummeting in plum and arkansas, and arkansas from arkansas states met to met how to prevent the prevent's prevent. ")], 'ori_prob': 0.46234574913978577, 'new_prob': 0.3030302822589874, 'sim_score': 0.6927422, 'flu_score': 379.94763318701746, 'gram_score': 3}], ['Conversion Rates Between PPC (Paid) and Organic (Free) Results. Conversion Rates Between PPC (Paid) and Organic (Free) Results\\\\In a thread over at Cre8asite Forums named Organic vs Paid traffic ROI?, there is a discussion going on about the different conversion rates and ROI seen between the pay per click traffic (paid traffic) and organic traffic (free traffic). I have ...', {'sub_word_num': 18, 'delta': 0.1714201122522354, 'replacement_word': [('ppc', 'atomic'), ('ppc', 'bond'), ('results', 'free'), ('\\\\', '\\'), ('in', '\\'), ('a', 'in'), ('thread', 'a'), ('over', 'sewing'), ('at', 'over'), ('cre8asite', 'atump'), ('forums', 'cr'), ('roi', 'paid'), ('?,', 'traffic'), ('seen', 'rates'), ('click', 'total'), ('traffic', 'pay'), ('organic', 'traffic'), ('free', 'traffic')], 'tmp_doc': [('C', ' conversion rates between atomic ( paid ) and organic ( free ) results. conversion rates between bond ( paid ) and organic ( free ) free \\ \\ in a sewing over atump cr named organic vs paid traffic paid traffic there is a discussion going on about the different conversion rates and roi rates between the pay per total traffic ( paid pay ) and traffic traffic ( traffic traffic ). i have... ')], 'ori_prob': 0.39401566982269287, 'new_prob': 0.22259555757045746, 'sim_score': 0.9059653, 'flu_score': 202.74562492719693, 'gram_score': 19}], ['IBM #39;s eServer Blue Gene For Sale. IBM #39;s five-year, \\$100 million Blue Gene project on Monday bore commercial fruit as the Armonk, NY-based computer maker announced it was offering the supercomputer to anyone who has at least \\$1.', {'sub_word_num': 13, 'delta': 0.0791441798210144, 'replacement_word': [('gene', 'factor'), ('\\$', 'year'), ('100', 'win'), ('blue', 'million'), ('project', 'million'), ('monday', 'gene'), ('commercial', 'monday'), ('computer', 'ny'), ('maker', 'based'), ('announced', 'based'), ('offering', 'maker'), ('\\$', 'has'), ('1', 'has')], 'tmp_doc': [('I', ' ibm # 39 ; s eserver blue factor for sale. ibm # 39 ; s five - year, year win million million gene million on gene bore monday fruit as the armonk, ny - based ny based based it was maker the supercomputer to anyone who has at least has has. ')], 'ori_prob': 0.3754885792732239, 'new_prob': 0.2963443994522095, 'sim_score': 0.8070709, 'flu_score': 668.93746113567, 'gram_score': 6}], ['UK to take tougher line on ultrawideband. Report for British regulator calls for wireless technology to be more strictly controlled than in United States.', {'sub_word_num': 12, 'delta': 0.15038789808750153, 'replacement_word': [('take', 'ing'), ('tougher', 'ing'), ('line', 'tough'), ('ultrawideband', 'stock'), ('british', 'report'), ('regulator', 'report'), ('wireless', 'calls'), ('technology', 'calls'), ('strictly', 'polytechnic'), ('controlled', 'polytechnic'), ('united', 'harness'), ('states', 'harness')], 'tmp_doc': [('U', ' uk to ing ing tough on stock. report for report report calls for calls calls to be more polytechnic polytechnic than in harness harness. ')], 'ori_prob': 0.3891160786151886, 'new_prob': 0.23872818052768707, 'sim_score': 0.45026845, 'flu_score': 702.2937800904925, 'gram_score': 7}], ['IBM #39;s Blue Gene/L goes on sale.  quot;IBM plans to announce on Monday that the Blue Gene will be available immediately with a starting price of \\$1.5 million. quot;.', {'sub_word_num': 14, 'delta': 0.07717818021774292, 'replacement_word': [('gene', 'h'), ('goes', 'die'), ('quot', 'sale'), ('plans', 'stock'), ('monday', 'announce'), ('gene', 'blue'), ('available', 'will'), ('immediately', 'acc'), ('starting', 'instantly'), ('\\$', 'price'), ('1', 'price'), ('million', '1'), ('quot', '1'), (';.', '5')], 'tmp_doc': [('I', ' ibm # 39 ; s blue h / l die on sale. sale ; ibm stock to announce on announce that the blue blue will be will acc with a instantly price of price price. 5 1. 1 5 ')], 'ori_prob': 0.36174604296684265, 'new_prob': 0.28456786274909973, 'sim_score': 0.75131965, 'flu_score': 645.6960019660775, 'gram_score': 6}], ['Competitions Foster Next Generation Of Linux Talent. IBM #39;s Linux Scholar Challenge is one of a few programs to drum up enthusiasm among students worldwide in Linux and open-source software.', {'sub_word_num': 12, 'delta': 0.27043575048446655, 'replacement_word': [('competitions', 'championships'), ('linux', 'new'), ('ibm', 'talent'), ('linux', '39'), ('challenge', 'scholar'), ('enthusiasm', 'cheer'), ('students', 'rep'), ('worldwide', 'rep'), ('linux', 'worldwide'), ('open', 'un'), ('source', 'un'), ('software', 'un')], 'tmp_doc': [('C', ' championships foster next generation of new talent. talent # 39 ; s 39 scholar scholar is one of a few programs to drum up cheer among rep rep in worldwide and un - un un. ')], 'ori_prob': 0.4684469699859619, 'new_prob': 0.19801121950149536, 'sim_score': 0.46650624, 'flu_score': 1052.965099688842, 'gram_score': 5}], ['Victory so sweet after Athens collapse. BRITAIN #39;S world record holder Paula Radcliffe ran away with the closest women #39;s winning margin in the history of the New York City marathon yesterday.', {'sub_word_num': 8, 'delta': 0.23086822032928467, 'replacement_word': [('so', 'near'), ('39', 'earth'), ('world', 'humans'), ('record', 'disk'), ('radcliffe', 'paula'), ('closest', 'con'), ('women', 'dame'), ('history', 'story')], 'tmp_doc': [('V', ' victory near sweet after athens collapse. britain # earth ; s humans disk holder paula paula ran away with the con dame # 39 ; s winning margin in the story of the new york city marathon yesterday. ')], 'ori_prob': 0.4658786952495575, 'new_prob': 0.23501047492027283, 'sim_score': 0.84535635, 'flu_score': 527.9854454847526, 'gram_score': 4}], ['Drink-drive swimmer  #39;very sorry #39;. AN apologetic Michael Phelps today said he made a dangerous mistake when he was arrested for drink-driving last week. The Olympic swimming champion was arrested and charged with drink driving after a trooper ', {'sub_word_num': 14, 'delta': 0.21861085295677185, 'replacement_word': [('drink', 'java'), ('drive', 'transmission'), ('swimmer', 'sc'), ('sorry', 'very'), (';.', '39'), ('michael', 'apologetic'), ('made', 'today'), ('dangerous', 'stimulate'), ('mistake', 'hazardous'), ('week', 'driving'), ('olympic', 'last'), ('swimming', 'last'), ('champion', 'surfing'), ('driving', 'charged')], 'tmp_doc': [('D', ' java - transmission sc # 39 ; very very # 39 39 an apologetic apologetic phelps today said he today a stimulate hazardous when he was arrested for drink - driving last driving. the last last surfing was arrested and charged with drink charged after a trooper ')], 'ori_prob': 0.46721041202545166, 'new_prob': 0.2485995590686798, 'sim_score': 0.7998215, 'flu_score': 897.297488175977, 'gram_score': 7}], ['BT to buy Infonet for US\\$965mil. BERLIN: BT Group Plc, Britain #39;s largest phone company, plans to buy Infonet Services Corp. for US\\$965mil to add a data network spanning more than 180 countries.', {'sub_word_num': 30, 'delta': 0.15153363347053528, 'replacement_word': [('buy', 'bribe'), ('\\$', '\\'), ('965mil', '$'), ('.', '965mil'), ('berlin', '.'), (':', 'berlin'), ('bt', ':'), ('group', 'bt'), ('plc', 'bt'), (',', 'plc'), ('britain', ','), ('#', 'britain'), ('39', '#'), (';', '39'), ('s', ';'), ('largest', 's'), ('phone', 'largest'), ('company', 'phone'), (',', 'phone'), ('plans', ','), ('to', 'caller'), ('buy', 'to'), ('infonet', 'buy'), ('services', 'infonetnetnet'), ('corp', '.'), ('.', 'for'), ('for', 'us'), ('us', '\\'), ('\\$', '$'), ('countries', 'wider')], 'tmp_doc': [('B', ' bt to bribe infonet for us \\ $ 965mil. berlin : bt bt plc, britain # 39 ; s largest phone phone, caller to buy infonetnetnet. for us \\ $ 965mil to add a data network spanning more than 180 wider. ')], 'ori_prob': 0.4178462326526642, 'new_prob': 0.2663125991821289, 'sim_score': 0.8133, 'flu_score': 474.5637467526039, 'gram_score': 5}], [' #39;Halo 2 #39; has game fans. ATLANTA - For many video game addicts, the buzz on the sequel to  quot;Halo quot; is louder than a machine gun rat-a-tatting in their ears.', {'sub_word_num': 7, 'delta': 0.12424194812774658, 'replacement_word': [('has', 'stimulate'), ('many', 'countless'), ('game', 'countless'), ('addicts', 'video'), ('quot', 'quo'), ('gun', 'machine'), ('ears', 'ta')], 'tmp_doc': [(' ', ' # 39 ; halo 2 # 39 ; stimulate game fans. atlanta - for countless video countless video, the buzz on the sequel to quot ; halo quo ; is louder than a machine machine rat - a - tatting in their ta. ')], 'ori_prob': 0.4151560366153717, 'new_prob': 0.2909140884876251, 'sim_score': 0.8270335, 'flu_score': 705.1984898569415, 'gram_score': 3}], ['Postal Service to Use Motorola Devices (AP). 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Cablevision Systems Corp. on Tuesday said it narrowed its third-quarter loss as revenue jumped 20 percent, buoyed by subscriber growth.', {'sub_word_num': 11, 'delta': 0.1912694275379181, 'replacement_word': [('narrows', 'narrow'), ('loss', 'personnel'), ('revenue', 'toll'), ('cablevision', 'surge'), ('corp', 'systems'), ('tuesday', 'systems'), ('revenue', 'quarter'), ('jumped', 'quarter'), ('20', 'toll'), ('percent', 'toll'), ('subscriber', 'bu')], 'tmp_doc': [('C', ' cablevision narrow personnel on toll surge. surge systems systems. on systems said it narrowed its third - quarter loss as quarter quarter toll toll, buoyed by bu growth. ')], 'ori_prob': 0.46467679738998413, 'new_prob': 0.27340736985206604, 'sim_score': 0.6425117, 'flu_score': 3060.9823264973415, 'gram_score': 7}], ['Armitage holds talks with Pakistani leaders:. World News: Islamabad, Nov 9 : US Deputy Secretary of State Richard Armitage Tuesday met top Pakistani leaders to exchange views on a wide array of issues, including the dialogue between Pakistan and India and the war on terror.', {'sub_word_num': 14, 'delta': 0.18168210983276367, 'replacement_word': [('holds', 'restrain'), ('islamabad', 'news'), ('9', 'nov'), ('us', '9'), ('secretary', 'deputy'), ('state', 'repository'), ('richard', 'repository'), ('armitage', 'repository'), ('top', 'tuesday'), ('pakistani', 'inaugural'), ('exchange', 'leaders'), ('views', 'leaders'), ('including', 'array'), ('india', 'dialogue')], 'tmp_doc': [('A', ' armitage restrain talks with pakistani leaders :. world news : news, nov nov : 9 deputy deputy of repository repository repository tuesday met tuesday inaugural leaders to leaders leaders on a wide array of issues, array the dialogue between pakistan and dialogue and the war on terror. 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DALLAS - A month before the video game #39;s scheduled release this coming Tuesday, illegal copies of the hot sci-fi action title  quot;Halo 2 quot; were already circulating on the Internet.', {'sub_word_num': 8, 'delta': 0.1903981864452362, 'replacement_word': [('new', 'refreshing'), ('games', 'inning'), ('game', 'inning'), ('tuesday', 'coming'), ('copies', 'illegal'), ('sci', 'hot'), ('quot', 'title'), ('quot', '2')], 'tmp_doc': [('T', ' trio of refreshing inning victimized by piracy. dallas - a month before the video inning # 39 ; s scheduled release this coming coming, illegal illegal of the hot hot - fi action title title ; halo 2 2 ; were already circulating on the internet. ')], 'ori_prob': 0.45696738362312317, 'new_prob': 0.26656919717788696, 'sim_score': 0.78823054, 'flu_score': 947.9754756517519, 'gram_score': 6}], ["AMD signs up for extra 64-bit production capacity. Advanced Micro Devices Inc. will use Chartered Semiconductor Manufacturing Ltd.'s manufacturing services to produce AMD's Opteron and Athlon 64 processors starting in 2006, adding production capacity as the company starts building chips at its second Dresden, Germany, plant, the companies said Monday.", {'sub_word_num': 10, 'delta': 0.14490032196044922, 'replacement_word': [('amd', 'see'), ('production', 'mo'), ('use', 'will'), ('amd', 'produce'), ('opteron', 'vitamin'), ('athlon', 'opt'), ('processors', '64'), ('adding', '2006'), ('production', '2006'), ('building', 'company')], 'tmp_doc': [('A', " see signs up for extra 64 - bit mo capacity. advanced micro devices inc. will will chartered semiconductor manufacturing ltd.'s manufacturing services to produce produce's vitamin and opt 64 64 starting in 2006, 2006 2006 capacity as the company starts company chips at its second dresden, germany, plant, the companies said monday. 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Building on the company #39;s mandate to open the home consumer software market to value-priced alternatives to Microsoft(R) Office, Corel today announced the availability of WordPerfect Office(R) 12 - Home Edition.', {'sub_word_num': 49, 'delta': 0.18263807892799377, 'replacement_word': [('office', 'team'), ('home', 'house'), ('edition', 'house'), ('defines', 'draft'), ('lt', 'productivity'), (';...&', ';...'), ('lt', '&'), (';/', 'lt'), ('b', 'lt'), ('&', 'b'), ('gt', '&'), (';.', 'gt'), ('building', ';.'), ('on', 'gt'), ('the', 'on'), ('company', 'the'), ('#', 'company'), ('39', '#'), (';', '39'), ('s', ';'), ('mandate', 's'), ('to', '39'), ('open', 'to'), ('the', 'open'), ('home', 'the'), ('consumer', 'home'), ('software', 'consumer'), ('market', 'open'), ('to', 'market'), ('value', 'to'), ('-', 'value'), ('priced', '-'), ('alternatives', 'priced'), ('to', 'alternatives'), ('microsoft', 'to'), ('(', 'priced'), ('r', '('), (')', 'alternatives'), ('office', ')'), (',', 'office'), ('corel', ','), ('today', 'corel'), ('announced', 'today'), ('the', 'announced'), ('availability', 'the'), ('of', 'today'), ('wordperfect', 'of'), ('office', 'wordperfectty'), ('12', 'office')], 'tmp_doc': [('W', ' wordperfect team 12 - house house draft home productivity & productivity ; b & gt ;... & lt lt b & gt ;. gt on the company # 39 ; s 39 to open the home consumer open market to value - priced alternatives to priced ( alternatives ) office, corel today announced the today of wordperfectty ( r ) office - home edition. 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MARSH  amp; MCLENNAN, the insurance broker, is to axe 3,000 jobs to help to prop up its flagging profits, which have been hurt by a \\$232 million (125 million) charge to cover a potential settlement with Eliot Spitzer, the New York attorney-general.', {'sub_word_num': 35, 'delta': 0.18926042318344116, 'replacement_word': [('insurer', 'insurance'), ('braces', 'brace'), ('payout', 'commission'), ('amp', 'marsh'), ('mclennan', 'wetland'), ('insurance', 'policy'), ('broker', 'middle'), ('axe', 'axeem'), ('3', ','), (',', 'em'), ('000', 'jobs'), ('jobs', 'to'), ('to', 'jobs'), ('help', 'to'), ('to', 'prop'), ('prop', 'up'), ('up', 'its'), ('its', 'prop'), ('flagging', 'profits'), ('profits', ','), (',', 'which'), ('which', 'have'), ('have', 'been'), ('been', 'hurt'), ('hurt', 'by'), ('by', 'a'), ('a', '\\'), ('\\$', '$'), ('232', 'hurt'), ('million', 'hurt'), ('125', 'atomic'), ('million', 'atomic'), ('charge', 'million'), ('settlement', 'charge'), ('new', 'spit')], 'tmp_doc': [('M', ' marsh axes 3, 000 as insurance brace itself for a commission. marsh marsh ; wetland, the policy middle, is to axeem,em jobs to jobs to prop up its prop profits, which have been hurt by a \\ $ hurt hurt ( atomic atomic ) million to cover a potential charge with eliot spitzer, the spit york attorney - general. ')], 'ori_prob': 0.4655797481536865, 'new_prob': 0.27631932497024536, 'sim_score': 0.72892, 'flu_score': 1106.6849332137215, 'gram_score': 8}], ["New Columbia Athletic Director Sounds Off (AP). AP - One day on the job, and Columbia University athletic director M. Dianne Murphy wasted little time saying what she thought of the school's sports performance.", {'sub_word_num': 9, 'delta': 0.24876819550991058, 'replacement_word': [('director', 'theatre'), ('ap', 'mutant'), (').', 'mega'), ('ap', 'atomic'), ('university', 'institute'), ('athletic', 'columbia'), ('director', 'columbia'), ('m', 'provost'), ('dianne', 'principal')], 'tmp_doc': [('N', " new columbia athletic theatre sounds off ( mutant mega atomic - one day on the job, and columbia institute columbia columbia provost. principal murphy wasted little time saying what she thought of the school's sports performance. 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Crude oil futures closed below 48 dollars a barrel Tuesday, the lowest level in seven weeks amid rising expectations about US oil supply for this winter.', {'sub_word_num': 20, 'delta': 0.279981404542923, 'replacement_word': [('crude', 'vulgar'), ('prices', 'oil'), ('fall', 'oil'), ('lowest', 'filthy'), ('level', 'filthy'), ('weeks', 'module'), ('crude', 'primitive'), ('oil', 'primitive'), ('futures', 'primitive'), ('48', 'primitive'), ('barrel', 'dollars'), ('lowest', 'tuesday'), ('level', 'tuesday'), ('weeks', 'module'), ('amid', 'module'), ('rising', 'module'), ('expectations', 'module'), ('us', 'module'), ('oil', 'primitive'), ('supply', 'fossil')], 'tmp_doc': [('C', ' vulgar oil oil oil to their filthy filthy in seven module. primitive primitive primitive closed below primitive dollars a dollars tuesday, the tuesday tuesday in seven module module module module about module primitive fossil for this winter. 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A limited edition Gran Turismo bundle in Japan will come with a pair of Nike sneakers and T-shirt. 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EUROPE #39;s biggest chipmaker, Infineon, rocked the technology world today as profits fell e100m (70m) short of analysts #39; expectations.', {'sub_word_num': 2, 'delta': 0.055065035820007324, 'replacement_word': [('chipmaker', 'micro'), ('fell', 'breeding')], 'tmp_doc': [('C', ' chips are down in tech world. europe # 39 ; s biggest micro, infineon, rocked the technology world today as profits breeding e100m ( 70m ) short of analysts # 39 ; expectations. ')], 'ori_prob': 0.35143327713012695, 'new_prob': 0.29636824131011963, 'sim_score': 0.945078, 'flu_score': 775.6362516512967, 'gram_score': 5}], ['Scotland awaits smoking decision. 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With temperatures in the Arctic rising at twice the rate of elsewhere, the ice cover there will within the next 100 years completely disappear in summer and the biodiversity will change dramatically, according to a scientific study published this week.', {'sub_word_num': 20, 'delta': 0.2560173273086548, 'replacement_word': [('rapid', 'swift'), ('arctic', 'swift'), ('warming', 'freeze'), ('temperatures', 'warmth'), ('arctic', 'cool'), ('twice', 'rising'), ('rate', 'rising'), ('ice', 'every'), ('cover', 'ice'), ('will', 'ice'), ('100', 'will'), ('summer', 'years'), ('biodiversity', 'summer'), ('change', 'summer'), ('dramatically', 'will'), ('according', 'will'), ('scientific', 'will'), ('study', 'accord'), ('published', 'accord'), ('week', 'accord')], 'tmp_doc': [('W', ' warning over swift swift freeze. with warmth in the cool rising at rising the rising of elsewhere, the every ice there ice within the next will years completely disappear in years and the summer will summer will, will to a will accord accord this accord. 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They were preaching to the choir, but Bill Gates and Steve Ballmer still did their best to sell the virtues of Microsoft stock at the company #39;s annual shareholder meeting yesterday in Bellevue.', {'sub_word_num': 16, 'delta': 0.1282549500465393, 'replacement_word': [('plays', 'did'), ('preaching', 'play'), ('bill', 'bank'), ('gates', 'green'), ('steve', 'ball'), ('ballmer', 'ball'), ('best', 'did'), ('sell', 'did'), ('virtues', 'reno'), ('microsoft', 'reno'), ('stock', 'virtues'), ('company', 'match'), ('annual', '39'), ('shareholder', '39'), ('meeting', '39'), ('yesterday', 'biennial')], 'tmp_doc': [('M', ' microsoft did up growth, dividend. they were play to the choir, but bank green and ball ball still did their did to did the reno of reno virtues at the match # 39 ; s 39 39 39 biennial in bellevue. ')], 'ori_prob': 0.41798824071884155, 'new_prob': 0.28973329067230225, 'sim_score': 0.459806, 'flu_score': 814.9963632577351, 'gram_score': 4}], ['(B)old new frontiers. Northrop Grumman Corp. and Boeing Co. yesterday announced plans to team up to design a vehicle to take astronauts back to the moon and even beyond, but they #39;ve got to make one stop first ', {'sub_word_num': 7, 'delta': 0.16258686780929565, 'replacement_word': [('new', 'novel'), ('grumman', 'bracing'), ('yesterday', 'cretaceous'), ('vehicle', 'ferry'), ('take', 'convey'), ('got', 'fuck'), ('make', 'stimulate')], 'tmp_doc': [('(', ' ( b ) old novel frontiers. northrop bracing corp. and boeing co. cretaceous announced plans to team up to design a ferry to convey astronauts back to the moon and even beyond, but they # 39 ; ve fuck to stimulate one stop first ')], 'ori_prob': 0.45302775502204895, 'new_prob': 0.2904408872127533, 'sim_score': 0.84464216, 'flu_score': 580.6668747055912, 'gram_score': 3}], ["Patron Saint of the Nerds. St. Expedite might not even be a true saint, but that doesn't stop programmers and job seekers from asking for his help. Michelle Delio reports from New Orleans.", {'sub_word_num': 11, 'delta': 0.10804328322410583, 'replacement_word': [('saint', 'patron'), ('nerds', 'st'), ('st', 'post'), ('expedite', 'post'), ('stop', 'cease'), ('job', 'aching'), ('seekers', 'aching'), ('asking', 'aching'), ('michelle', 'help'), ('new', 'del'), ('orleans', 'del')], 'tmp_doc': [('P', " patron patron of the st. post. post might not even be a true saint, but that doesn't cease programmers and aching aching from aching for his help. help delio reports from del del. ")], 'ori_prob': 0.33472734689712524, 'new_prob': 0.2266840636730194, 'sim_score': 0.55739474, 'flu_score': 254.53691563311227, 'gram_score': 5}], ['BRDC waiting for a proposal. The Formula 1 teams say that the British Grand Prix is saved but the owners of Silverstone, the British Racing Drivers #39; Club do not yet have a deal with Formula One Management.', {'sub_word_num': 21, 'delta': 0.28759539127349854, 'replacement_word': [('brdc', 'nec'), ('waiting', 'expect'), ('proposal', 'prof'), ('formula', 'chemical'), ('1', 'chemical'), ('teams', 'ministry'), ('prix', 'grand'), ('saved', 'grand'), ('owners', 'save'), ('silverstone', 'save'), ('the', 'ther'), ('racing', 'british'), ('drivers', '#'), ('#', 'motor'), ('39', ';'), (';', '39'), ('club', 'don'), ('do', "'"), ('not', 't'), ('formula', 'deal'), ('management', 'deal')], 'tmp_doc': [('B', " nec expect for a prof. the chemical chemical ministry say that the british grand grand is grand but the save of save, ther british british # motor ; 39 don't yet have a deal with deal one deal. ")], 'ori_prob': 0.4709964096546173, 'new_prob': 0.18340101838111877, 'sim_score': 0.40317625, 'flu_score': 436.7802041795746, 'gram_score': 6}], ['Prosecutor Explains Why Spammer Sent to Slammer. During my opening statement, I explained to the jury that sending spam by itself is not a crime, but when you masquerade your identity, you violate Virginia #39;s law that took effect in July 2003.', {'sub_word_num': 7, 'delta': 0.15196269750595093, 'replacement_word': [('slammer', 'beat'), ('jury', 'panel'), ('spam', 'sending'), ('masquerade', 'act'), ('effect', 'law'), ('july', 'execution'), ('2003', 'effect')], 'tmp_doc': [('P', ' prosecutor explains why spammer sent to beat. during my opening statement, i explained to the panel that sending sending by itself is not a crime, but when you act your identity, you violate virginia # 39 ; s law that took law in execution effect. ')], 'ori_prob': 0.4141845703125, 'new_prob': 0.2622218728065491, 'sim_score': 0.85378397, 'flu_score': 294.01476572267154, 'gram_score': 4}], ['Sainz forced off road. TWO-TIME world champion Carlos Sainz #39;s career came to a premature end today after the Spaniard was forced out of the Rally of Australia.', {'sub_word_num': 13, 'delta': 0.20400816202163696, 'replacement_word': [('road', 'orbit'), ('time', 'prison'), ('champion', 'world'), ('carlos', 'world'), ('sainz', 'world'), ('career', 'entrance'), ('came', 'entrance'), ('premature', 'entrance'), ('end', 'dead'), ('spaniard', 'today'), ('forced', 'sail'), ('rally', 'forced'), ('australia', 'assembly')], 'tmp_doc': [('S', ' sainz forced off orbit. two - prison world world world world # 39 ; s entrance entrance to a entrance dead today after the today was sail out of the forced of assembly. ')], 'ori_prob': 0.47207316756248474, 'new_prob': 0.2680650055408478, 'sim_score': 0.41766858, 'flu_score': 1327.6591059968753, 'gram_score': 6}], ['Hong Kong Shares Rise on Airline Stocks. Share prices in Hong Kong rose Wednesday, led by airline stocks, on falling oil prices. The key Hang Seng Index jumped 155.70 points, or 1.2 percent, to end at 13,672.', {'sub_word_num': 7, 'delta': 0.15244176983833313, 'replacement_word': [('prices', 'toll'), ('falling', 'surface'), ('oil', 'fossil'), ('prices', 'fossil'), ('key', 'polar'), ('155', 'jumped'), ('70', 'ple')], 'tmp_doc': [('H', ' hong kong shares rise on airline stocks. share toll in hong kong rose wednesday, led by airline stocks, on surface fossil fossil. the polar hang seng index jumped jumped.ple points, or 1. 2 percent, to end at 13, 672. ')], 'ori_prob': 0.4516187906265259, 'new_prob': 0.29917702078819275, 'sim_score': 0.8545722, 'flu_score': 344.92830442828216, 'gram_score': 7}], ["Cable   Wireless to Cut 600 Jobs.  LONDON (Reuters) - Britain's Cable   Wireless posted its  first net profit in over 3 years and announced plans to cut 600  jobs and return cash to investors, sending the telecom  company's shares racing to 5-month highs on Wednesday.", {'sub_word_num': 17, 'delta': 0.08406201004981995, 'replacement_word': [('cable', 'power'), ('jobs', '600'), ('net', 'final'), ('profit', 'final'), ('announced', 'years'), ('cut', 'plans'), ('jobs', 'edit'), ('return', '600'), ('cash', '600'), ('investors', 'rec'), ('sending', 'rec'), ('company', 'transmit'), ('racing', 'corp'), ('5', 'shares'), ('month', 'shares'), ('highs', 'de'), ('wednesday', 'calendar')], 'tmp_doc': [('C', " power wireless to cut 600 600. london ( reuters ) - britain's cable wireless posted its first final final in over 3 years and years plans to plans 600 edit and 600 600 to rec, rec the telecom transmit's shares corp to shares - shares de on calendar. ")], 'ori_prob': 0.3885214328765869, 'new_prob': 0.30445942282676697, 'sim_score': 0.72640336, 'flu_score': 793.5556623976195, 'gram_score': 8}], ['Tributes pour in for  #39;Crazy Horse #39;. Hughes had been battling the illness for 15 months but deteriorated in the past few days, his wife Barbara said.  quot;He died at his home in Sheffield with his family around him, quot; she said.', {'sub_word_num': 5, 'delta': 0.20817774534225464, 'replacement_word': [('crazy', 'mad'), ('had', 'stimulate'), ('months', '15'), ('sheffield', 'home'), ('quot', 'near')], 'tmp_doc': [('T', ' tributes pour in for # 39 ; mad horse # 39 ;. hughes stimulate been battling the illness for 15 15 but deteriorated in the past few days, his wife barbara said. quot ; he died at his home in home with his family around him, near ; she said. ')], 'ori_prob': 0.4454807937145233, 'new_prob': 0.23730304837226868, 'sim_score': 0.91286767, 'flu_score': 353.11949313268184, 'gram_score': 3}], ['Delta to Cut 6,000-6,900 Jobs.  CHICAGO (Reuters) - Delta Air Lines on Wednesday said it  plans to cut between 6,000 and 6,900 jobs during the next 18  months, implement a 10 percent across-the-board pay reduction  and reduce employee benefits in a bid to avoid bankruptcy.', {'sub_word_num': 18, 'delta': 0.17731255292892456, 'replacement_word': [('cut', 'edit'), ('jobs', '600'), ('chicago', 'jobs'), ('reuters', 'chicago'), ('delta', 'fen'), ('wednesday', 'lines'), ('said', 'art'), ('cut', 'plans'), ('6', 'edit'), ('000', 'hack'), ('900', '000'), ('jobs', '000'), ('months', 'jobs'), ('implement', '18'), ('10', '18'), ('reduction', 'percent'), ('bid', 'reduce'), ('bankruptcy', 'reduce')], 'tmp_doc': [('D', ' delta to edit 6, 000 - 6, 900 600. jobs ( chicago ) - fen air lines on lines art it plans to plans between edit, hack and 6, 000 000 during the next 18 jobs, 18 a 18 percent across - the - board pay percent and reduce employee benefits in a reduce to avoid reduce. ')], 'ori_prob': 0.47098276019096375, 'new_prob': 0.2936702072620392, 'sim_score': 0.7930099, 'flu_score': 613.0877369315648, 'gram_score': 6}], ['Observers warn militant groups may exploit bitterness in <b>...</b>. NARATHIWAT, Thailand : The deaths and beatings that followed last month #39;s demonstration in southern Thailand have left an indelible mark on the psyche of the Muslims living ', {'sub_word_num': 15, 'delta': 0.16978365182876587, 'replacement_word': [('observers', 'warn'), ('b', 'lt'), ('gt', 'e'), (';...&', 'fragment'), ('lt', 'fragment'), (';/', 'fragment'), (';.', 'b'), ('thailand', 'wat'), ('deaths', 'thailand'), ('39', 'month'), ('demonstration', '39'), ('thailand', 'southern'), ('left', 'thailand'), ('mark', 'ind'), ('muslims', 'mapping')], 'tmp_doc': [('O', ' warn warn militant groups may exploit bitterness in & lt ; lt & e fragment fragment fragment b & gt b narathiwat,wat : the thailand and beatings that followed last month # month ; s 39 in southern southern have thailand an indelible ind on the psyche of the mapping living ')], 'ori_prob': 0.4750756323337555, 'new_prob': 0.3052919805049896, 'sim_score': 0.6770675, 'flu_score': 759.9271549647904, 'gram_score': 3}], ["Bush 'picks new attorney general'. White House legal counsel Alberto Gonzales is the president's choice for attorney general, sources say.", {'sub_word_num': 1, 'delta': 0.07711103558540344, 'replacement_word': [('general', 'generic')], 'tmp_doc': [('B', " bush'picks new attorney general '. white house legal counsel alberto gonzales is the president's choice for attorney generic, sources say. ")], 'ori_prob': 0.37992987036705017, 'new_prob': 0.30281883478164673, 'sim_score': 0.8825076, 'flu_score': 337.7199452247127, 'gram_score': 3}], ['Launch Date Set for Solar Sail. Summary - (Nov 10, 2004) The countdown has begun for the launch of the Planetary Society #39;s Cosmos 1 spacecraft; the first ever to be powered by a solar sail.', {'sub_word_num': 15, 'delta': 0.26374781131744385, 'replacement_word': [('launch', 'wage'), ('date', 'strawberry'), ('set', 'plant'), ('solar', 'crescent'), ('countdown', 'round'), ('has', 'round'), ('begun', 'round'), ('launch', 'wage'), ('planetary', 'wage'), ('cosmos', '39'), ('1', '39'), ('spacecraft', '39'), ('powered', 'vol'), ('solar', 'die'), ('sail', 'powered')], 'tmp_doc': [('L', ' wage strawberry plant for crescent sail. summary - ( nov 10, 2004 ) the round round round for the wage of the wage society # 39 ; s 39 39 39 ; the first ever to be vol by a die powered. ')], 'ori_prob': 0.47352492809295654, 'new_prob': 0.2097771018743515, 'sim_score': 0.3813097, 'flu_score': 573.1850917631947, 'gram_score': 4}], ['Showalter edges Twins #39; Gardenhire in AL. Texas #39; Buck Showalter and Atlanta #39;s Bobby Cox were named managers of the year Wednesday in balloting by the Baseball Writers #39; Association of America.', {'sub_word_num': 13, 'delta': 0.18340298533439636, 'replacement_word': [('edges', 'border'), ('twins', 'gemini'), ('39', 'gemini'), ('al', 'garden'), ('showalter', 'buck'), ('39', 'atlanta'), ('bobby', '39'), ('managers', 'cox'), ('year', 'manager'), ('wednesday', 'millennium'), ('writers', 'ballot'), ('39', 'baseball'), ('association', '39')], 'tmp_doc': [('S', ' showalter border gemini # gemini ; gardenhire in garden. texas # 39 ; buck buck and atlanta # atlanta ; s 39 cox were named cox of the manager millennium in balloting by the baseball ballot # baseball ; 39 of america. ')], 'ori_prob': 0.47416725754737854, 'new_prob': 0.2907642722129822, 'sim_score': 0.7422211, 'flu_score': 664.758291978759, 'gram_score': 3}], ['Mauresmo confident of LA victory. 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TOKYO (Reuters) - Japanese stocks are expected to change  little from the previous day's closing levels on Thursday as  investors await key domestic economic data and earnings reports  from companies such as Tokyo Electron Ltd.  September machinery  orders data is due on Thursday afternoon, ahead of Friday's  gross domestic product (GDP) figures for the July-September  quarter.", {'sub_word_num': 15, 'delta': 0.15973398089408875, 'replacement_word': [('seen', 'witness'), ('earnings', 'luc'), ('reuters', 'tokyo'), ('day', 'previous'), ('levels', 'closing'), ('thursday', 'module'), ('investors', 'module'), ('economic', 'key'), ('reports', 'information'), ('electron', 'tokyo'), ('september', 'tokyo'), ('product', 'gross'), ('gdp', 'gross'), ('figures', 'gross'), ('quarter', 'september')], 'tmp_doc': [('N', " nikkei witness flat ; luc, data awaited. tokyo ( tokyo ) - japanese stocks are expected to change little from the previous previous's closing closing on module as module await key domestic key data and earnings information from companies such as tokyo tokyo ltd. tokyo machinery orders data is due on thursday afternoon, ahead of friday's gross domestic gross ( gross ) gross for the july - september september. ")], 'ori_prob': 0.43040525913238525, 'new_prob': 0.2706712782382965, 'sim_score': 0.7903843, 'flu_score': 179.90124921426744, 'gram_score': 11}], ['Intel doubles cash dividend. MANHASSET, NY - Intel Corp. (Santa Clara, Calif.) has taken some lumps this year due to weakening market conditions and several strategic errors, but the semiconductor supplier remains loyal to its shareholders.', {'sub_word_num': 4, 'delta': 0.08329328894615173, 'replacement_word': [('ny', 'ni'), ('corp', 'intel'), ('.)', 'cal'), ('semiconductor', 'conductor')], 'tmp_doc': [('I', ' intel doubles cash dividend. manhasset, ni - intel intel. ( santa clara, calif cal has taken some lumps this year due to weakening market conditions and several strategic errors, but the conductor supplier remains loyal to its shareholders. ')], 'ori_prob': 0.3678814470767975, 'new_prob': 0.28458815813064575, 'sim_score': 0.9515406, 'flu_score': 409.42620502101613, 'gram_score': 5}], ['League of Development. Major League Soccer plans to start a new league to develop young players, part of its 10-year sponsorship deal with Adidas.', {'sub_word_num': 11, 'delta': 0.18696099519729614, 'replacement_word': [('league', 'confederation'), ('major', 'polar'), ('league', 'polar'), ('soccer', 'association'), ('new', 'start'), ('develop', 'league'), ('young', 'grow'), ('10', 'part'), ('year', '10'), ('sponsorship', '10'), ('adidas', 'century')], 'tmp_doc': [('L', ' confederation of development. polar polar association plans to start a start league to league grow players, part of its part - 10 10 deal with century. ')], 'ori_prob': 0.4573059380054474, 'new_prob': 0.27034494280815125, 'sim_score': 0.6047779, 'flu_score': 995.6455903076646, 'gram_score': 3}], ['Growth cut. THE Bank of England yesterday cut its forecast for UK economic growth next year to 2.5 per cent and said inflation could be below expectations.', {'sub_word_num': 3, 'delta': 0.17899072170257568, 'replacement_word': [('cut', 'edit'), ('bank', 'repository'), ('uk', 'forecast')], 'tmp_doc': [('G', ' growth edit. the repository of england yesterday cut its forecast for forecast economic growth next year to 2. 5 per cent and said inflation could be below expectations. ')], 'ori_prob': 0.4484156668186188, 'new_prob': 0.2694249451160431, 'sim_score': 0.8960192, 'flu_score': 159.86281237496092, 'gram_score': 2}], ['News: Banks prepare for ATM cyber crime. An industry and law enforcement group hopes to prevent Windows XP-based cash machines from inspiring "the next wave of ATM crime."\\', {'sub_word_num': 15, 'delta': 0.2299121767282486, 'replacement_word': [('banks', 'banking'), ('crime', 'guilt'), ('industry', 'dil'), ('enforcement', 'law'), ('group', 'law'), ('hopes', 'law'), ('prevent', 'banking'), ('windows', 'boycott'), ('xp', 'boycott'), ('based', 'st'), ('inspiring', 'banking'), ('wave', 'banking'), ('atm', 'banking'), ('crime', 'banking'), ('"\\', 'surf')], 'tmp_doc': [('N', ' news : banking prepare for atm cyber guilt. an dil and law law law law to banking boycott boycott - st cash machines from banking " the next banking of banking banking. surf ')], 'ori_prob': 0.44868674874305725, 'new_prob': 0.21877457201480865, 'sim_score': 0.6599731, 'flu_score': 1760.7355032838693, 'gram_score': 7}], ['Cost of borrowing goes up in US. America #39;s central bank, the Federal Reserve, last night raised interest rates for the fourth time in six months and warned US consumers and businesses to expect further increases in the cost of borrowing over the coming months.', {'sub_word_num': 12, 'delta': 0.2747395932674408, 'replacement_word': [('cost', 'toll'), ('reserve', 'cache'), ('last', 'cache'), ('night', 'primitive'), ('raised', 'primitive'), ('interest', 'primitive'), ('time', 'interest'), ('us', 'months'), ('consumers', 'months'), ('businesses', 'warned'), ('cost', 'increases'), ('months', 'borrowing')], 'tmp_doc': [('C', ' toll of borrowing goes up in us. america # 39 ; s central bank, the federal cache, cache primitive primitive primitive rates for the fourth interest in six months and warned months months and warned to expect further increases in the increases of borrowing over the coming borrowing. 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Intel Corp., the world #39;s biggest computer-chip maker, doubled its quarterly dividend and boosted its stock buyback program by \\$11.', {'sub_word_num': 37, 'delta': 0.0930061936378479, 'replacement_word': [('boosts', 'championback'), ('buyback', 'by'), ('by', 'atomic'), ('\\$', '11'), ('11', '.'), ('.', '5'), ('5', '11'), ('bln', '('), ('(', 'update2'), ('update2', ').'), (').', 'intel'), ('corp', '.,'), ('.,', 'the'), ('the', 'world'), ('world', '#'), ('#', '39'), ('39', ';'), (';', 's'), ('s', 'biggest'), ('biggest', 'computer'), ('computer', '-'), ('-', 'chip'), ('chip', 'maker'), ('maker', ','), (',', 'doubled'), ('doubled', 'its'), ('its', 'doubled'), ('quarterly', 'dividend'), ('dividend', 'and'), ('and', 'boosted'), ('boosted', 'its'), ('its', 'stock'), ('stock', 'buyback'), ('buyback', 'buy'), ('program', 'by'), ('by', '\\'), ('\\$', '$')], 'tmp_doc': [('I', ' intel doubles dividend, championback by atomic 11. 5 11 ( update2 ). intel intel., the world # 39 ; s biggest computer - chip maker, doubled its doubled dividend and boosted its stock buyback buy by \\ $ 11. 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A picture of Australian troops dressed as members of the Ku Klux Klan stirs accusations of racism.', {'sub_word_num': 6, 'delta': 0.17944985628128052, 'replacement_word': [('army', 'marine'), ('picture', 'mapping'), ('australian', 'mapping'), ('troops', 'scout'), ('klux', 'ku'), ('stirs', 'ku')], 'tmp_doc': [('R', ' row over australian marine photo. a mapping of mapping scout dressed as members of the ku ku klan ku accusations of racism. ')], 'ori_prob': 0.47453033924102783, 'new_prob': 0.2950804829597473, 'sim_score': 0.688073, 'flu_score': 469.81163091033176, 'gram_score': 3}], ['Analysis: US heating oil guides NYMEX. The price of oil futures jumped sharply Wednesday when a disappointing decline in the US heating-oil supply trumped growth in the crude stockpile.', {'sub_word_num': 9, 'delta': 0.2420111894607544, 'replacement_word': [('oil', 'fossil'), ('guides', 'guide'), ('oil', 'fossil'), ('decline', 'disappointing'), ('heating', 'us'), ('oil', 'ke'), ('supply', 'fossil'), ('trumped', 'fossil'), ('growth', 'kit')], 'tmp_doc': [('A', ' analysis : us heating fossil guide nymex. the price of fossil futures jumped sharply wednesday when a disappointing disappointing in the us us - ke fossil fossil kit in the crude stockpile. ')], 'ori_prob': 0.46494799852371216, 'new_prob': 0.22293680906295776, 'sim_score': 0.5615293, 'flu_score': 1922.9292946384085, 'gram_score': 5}], ['NASCAR gives liquor a shot. Beginning next season, NASCAR will uncork its long-standing ban on hard-liquor sponsorships, which will tap a new source of funding for at least two high-profile race teams.', {'sub_word_num': 17, 'delta': 0.2903282046318054, 'replacement_word': [('gives', 'kick'), ('beginning', 'originate'), ('season', 'adaptation'), ('nascar', 'adaptation'), ('uncork', 'will'), ('long', 'ab'), ('standing', 'ab'), ('ban', 'ab'), ('hard', 'ab'), ('sponsorships', 'liquor'), ('tap', 'liquor'), ('new', 'will'), ('source', 'will'), ('funding', 'will'), ('two', 'plunge'), ('race', 'investment'), ('teams', 'investment')], 'tmp_doc': [('N', ' nascar kick liquor a shot. originate next adaptation, adaptation will will its ab - ab ab on ab - liquor liquor, which will liquor a will will of will for at least plunge high - profile investment investment. ')], 'ori_prob': 0.4662820100784302, 'new_prob': 0.17595382034778595, 'sim_score': 0.47904634, 'flu_score': 1534.2183760140708, 'gram_score': 7}], ['TUC urges 6 minimum wage rate. The UK\'s minimum wage should rise to rise to 6 an hour in the next two years, the TUC says, but business calls the proposal "totally irresponsible".', {'sub_word_num': 5, 'delta': 0.1356595754623413, 'replacement_word': [('rate', 'pc'), ('business', 'labour'), ('calls', 'phone'), ('proposal', 'visit'), ('totally', 'prof')], 'tmp_doc': [('T', ' tuc urges 6 minimum wage pc. the uk\'s minimum wage should rise to rise to 6 an hour in the next two years, the tuc says, but labour phone the visit " prof irresponsible ". ')], 'ori_prob': 0.39980050921440125, 'new_prob': 0.26414093375205994, 'sim_score': 0.8458561, 'flu_score': 340.34274850207174, 'gram_score': 4}], ["Marsh says Putnam isn't on block. Officials of embattled Marsh  amp; McLennan Cos. yesterday moved to squelch speculation that its Boston money management firm, Putnam Investments, will be divorced from its corporate parent, either in a sale to an outside buyer or through a private buyout engineered by Putnam executives.", {'sub_word_num': 16, 'delta': 0.27978768944740295, 'replacement_word': [('marsh', 'wetland'), ('embattled', 'officials'), ('marsh', 'officials'), ('amp', 'marsh'), ('mclennan', 'wetland'), ('cos', 'wetland'), ('yesterday', 'cretaceous'), ('money', 'speculation'), ('firm', 'money'), ('putnam', 'money'), ('investments', 'management'), ('parent', 'will'), ('outside', 'sale'), ('buyout', 'buyer'), ('engineered', 'buyer'), ('putnam', 'buyer')], 'tmp_doc': [('M', " wetland says putnam isn't on block. officials of officials officials marsh ; wetland wetland. cretaceous moved to squelch speculation that its boston speculation management money, money management, will be divorced from its corporate will, either in a sale to an sale buyer or through a private buyer buyer by buyer executives. ")], 'ori_prob': 0.4739415645599365, 'new_prob': 0.19415387511253357, 'sim_score': 0.68675447, 'flu_score': 449.4806408878697, 'gram_score': 7}], ['Gold Fields loses high court bid to halt Harmony takeover. South African mining giant Gold Fields lost a high court bid to halt a hostile takeover by rival Harmony Gold, which is seeking to create the world #39;s biggest gold producer, a court official said.', {'sub_word_num': 3, 'delta': 0.17790862917900085, 'replacement_word': [('takeover', 'coup'), ('south', 'southern'), ('world', 'humans')], 'tmp_doc': [('G', ' gold fields loses high court bid to halt harmony coup. southern african mining giant gold fields lost a high court bid to halt a hostile takeover by rival harmony gold, which is seeking to create the humans # 39 ; s biggest gold producer, a court official said. 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London zoo celebrates the birth of a Panay cloud rat, a very rare tree-living rodent from the Philippines.', {'sub_word_num': 5, 'delta': 0.06560349464416504, 'replacement_word': [('cloud', 'ci'), ('panay', 'pan'), ('very', 'unusually'), ('tree', 'rare'), ('rodent', 'living')], 'tmp_doc': [('C', ' ci rat arrives at london zoo. london zoo celebrates the birth of a pan cloud rat, a unusually rare rare - living living from the philippines. ')], 'ori_prob': 0.3531930148601532, 'new_prob': 0.28758952021598816, 'sim_score': 0.9088729, 'flu_score': 233.89150392524166, 'gram_score': 5}], ['HK banks to adopt different prime rates. HSBC, Standard Chartered, Hang Seng bank announced Thursday that they will cut their lending and saving rates despite the 25 points rate hike in the United States overnight.', {'sub_word_num': 7, 'delta': 0.16583600640296936, 'replacement_word': [('different', 'alien'), ('prime', 'polar'), ('hsbc', 'rates'), ('thursday', 'announced'), ('will', 'thursday'), ('rate', 'points'), ('hike', 'points')], 'tmp_doc': [('H', ' hk banks to adopt alien polar rates. rates, standard chartered, hang seng bank announced announced that they thursday cut their lending and saving rates despite the 25 points points points in the united states overnight. ')], 'ori_prob': 0.4323307275772095, 'new_prob': 0.2664947211742401, 'sim_score': 0.86367035, 'flu_score': 941.8010530547319, 'gram_score': 6}], ['US welcomes speech by Taiwan president. WASHINGTON -- The State Department is welcoming what it describes as  quot;the positive and constructive points quot; in a speech on China policy by Taiwanese President Chen Shui-bian.', {'sub_word_num': 26, 'delta': 0.12460529804229736, 'replacement_word': [('welcomes', 'greet'), ('president', 'ct'), ('--', '-'), ('the', '-'), ('state', 'the'), ('department', 'dos'), ('is', 'dos'), ('welcoming', 'is'), ('what', 'welcoming'), ('it', 'what'), ('describes', 'it'), ('as', 'describes'), ('quot', 'as'), (';', 'quot'), ('the', ';'), ('positive', 'the'), ('and', 'positive'), ('constructive', 'and'), ('points', 'positive'), ('quot', 'points'), (';', 'quot'), ('in', ';'), ('a', 'in'), ('speech', 'at'), ('chen', 'taiwanese'), ('bian', 'i')], 'tmp_doc': [('U', ' us greet speech by taiwan ct. washington - - the dos dos is welcoming what it describes as quot ; the positive and positive points quot ; in at on china policy by taiwanese president taiwanese shui -i. 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GOTEMBA, Japan (Reuters) - Britain's Darren Clarke shook  off the effects of jet-lag and a hectic schedule to fire a  six-under-par 66 for a share of the first-round lead at the  Taiheiyo Masters Thursday.", {'sub_word_num': 17, 'delta': 0.2279050350189209, 'replacement_word': [('lagged', 'hu'), ('clarke', 'hu'), ('japan', 'lead'), ('gotemba', 'japan'), ('darren', 'britain'), ('clarke', 'darren'), ('shook', 'clarke'), ('effects', 'stimulate'), ('jet', 'effects'), ('lag', 'eruption'), ('hectic', 'smash'), ('schedule', 'cl'), ('fire', 'cl'), ('66', 'six'), ('round', 'share'), ('taiheiyo', 'lead'), ('masters', 'lead')], 'tmp_doc': [('J', " jet - hu hu tied for lead in lead. japan, japan ( reuters ) - britain's britain darren clarke off the stimulate of effects - eruption and a smash cl to cl a six - under - par six for a share of the first - share lead at the lead lead thursday. 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PepsiCo Inc., the world #39;s second-largest carbonated soft-drink maker, reaffirmed its outlook for 2005 Thursday after rival Coca-Cola Co.', {'sub_word_num': 19, 'delta': 0.2605883777141571, 'replacement_word': [('pepsico', 'java'), ('reaffirms', 're'), ('outlook', '2005'), ('pepsico', 'total'), ('inc', 'java'), ('.,', 'pepsi'), ('world', 'confederation'), ('39', 'humans'), ('second', '39'), ('largest', '2d'), ('soft', 'largest'), ('maker', 'drink'), ('reaffirmed', 'drink'), ('outlook', 'drink'), ('2005', 'retro'), ('thursday', 're'), ('rival', 're'), ('coca', 'anti'), ('cola', 'anti')], 'tmp_doc': [('P', ' java re its 2005 2005. total java pepsi the confederation # humans ; s 39 - 2d carbonated largest - drink drink, drink its drink for retro re after re anti - anti co. ')], 'ori_prob': 0.4719693064689636, 'new_prob': 0.21138092875480652, 'sim_score': 0.62260157, 'flu_score': 1507.8541426399454, 'gram_score': 3}], ['Target Earns \\$537 Million. 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Reuters - Pilots at Delta Air Lines Inc. \\on Thursday ratified a concession package that will save the\\carrier  #36;1 billion a year, in a move the company hopes will buy\\it time to restructure outside of bankruptcy.', {'sub_word_num': 12, 'delta': 0.17100520431995392, 'replacement_word': [('pilots', 'reuters'), ('lines', 'transmission'), ('inc', 'descent'), ('ratified', 'app'), ('package', 'concession'), ('will', 'package'), ('save', 'package'), ('company', 'move'), ('time', 'will'), ('restructure', 'will'), ('outside', 'sentence'), ('bankruptcy', 'sentence')], 'tmp_doc': [('D', ' delta pilots ratify concession package ( reuters ). reuters - reuters at delta air transmission descent. \\ on thursday app a concession concession that package package the \\ carrier # 36 ; 1 billion a year, in a move the move hopes will buy \\ it will to will sentence of sentence. 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Bush formulates his plans\\for a Middle East without Yasser Arafat, British Prime Minister\\Tony Blair will be standing where he says he belongs: right by\\the U.S. president's side.", {'sub_word_num': 19, 'delta': 0.25799351930618286, 'replacement_word': [('bush', 'shrub'), ('post', 'bai'), ('arafat', 'log'), ('plans', 'cl'), ('reuters', 'seam'), (').', 'berth'), ('george', 'reuters'), ('w', 'ceo'), ('formulates', 'e'), ('arafat', 'middle'), ('british', 'ya'), ('prime', 'ya'), ('tony', 'polar'), ('blair', 'polar'), ('will', 'minister'), ('standing', 'minister'), ('u', 'says'), ('president', 'right'), ('side', 'ct')], 'tmp_doc': [('B', " blair flies to stand by shrub in bai -log cl ( seam berth reuters - as reuters ceo. bush e his plans \\ for a middle east without yasser middle, ya ya minister \\ polar polar minister be minister where he says he belongs : right by \\ the says. s. right's ct. 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')], 'ori_prob': 0.4662729799747467, 'new_prob': 0.28488174080848694, 'sim_score': 0.7959417, 'flu_score': 427.6900382856188, 'gram_score': 8}], ['Intel Taps Otellini As Next CEO. Intel #39;s board, as expected, has named Paul Otellini to succeed Craig Barrett as CEO effective next May 18, the company announced Thursday.', {'sub_word_num': 2, 'delta': 0.028808772563934326, 'replacement_word': [('taps', 'tap'), ('company', 'caller')], 'tmp_doc': [('I', ' intel tap otellini as next ceo. intel # 39 ; s board, as expected, has named paul otellini to succeed craig barrett as ceo effective next may 18, the caller announced thursday. ')], 'ori_prob': 0.33433660864830017, 'new_prob': 0.30552783608436584, 'sim_score': 0.95947504, 'flu_score': 598.303864014279, 'gram_score': 3}], ['Strong Quake Hits Indonesian Island, Kills Six.  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OSHAKATI, Namibia (Reuters) - Hifikepunye Pohamba, who has  spearheaded moves to expropriate white-owned land for  redistribution to black peasants, is virtually guaranteed  victory in Namibia's presidential polls next week.", {'sub_word_num': 10, 'delta': 0.19190919399261475, 'replacement_word': [('nujoma', 'ur'), ('man', 'homo'), ('sweep', 'clean'), ('namibia', 'clean'), ('elections', 'clean'), ('namibia', 'hak'), ('white', 'ex'), ('redistribution', 'owned'), ('virtually', 'black'), ('polls', 'presidential')], 'tmp_doc': [('N', " ur's homo set to clean clean clean. oshakati,hak ( reuters ) - hifikepunye pohamba, who has spearheaded moves to expropriate ex - owned land for owned to black peasants, is black guaranteed victory in namibia's presidential presidential next week. ")], 'ori_prob': 0.46718859672546387, 'new_prob': 0.2752794027328491, 'sim_score': 0.63046104, 'flu_score': 436.7081476550477, 'gram_score': 6}], ['Austrian Panel OKs Siemens Takeover Bid. Austrian regulators have approved Siemens AG #39;s bid to takeover engineering competitor VA Technologie AG, Austrian radio said Friday.', {'sub_word_num': 16, 'delta': 0.2060050070285797, 'replacement_word': [('oks', 'near'), ('austrian', 'bid'), ('approved', 'permit'), ('siemens', 'permit'), ('ag', 'permit'), ('39', 'di'), ('bid', '39'), ('takeover', 'bid'), ('engineering', 'bid'), ('competitor', 'bid'), ('va', 'bid'), ('technologie', 'sur'), ('ag', 'em'), ('austrian', 'gr'), ('radio', 'gr'), ('friday', 'gr')], 'tmp_doc': [('A', ' austrian panel near siemens takeover bid. bid regulators have permit permit permit # di ; s 39 to bid bid bid bid sur em, gr gr said gr. ')], 'ori_prob': 0.4642558991909027, 'new_prob': 0.258250892162323, 'sim_score': 0.5686811, 'flu_score': 2342.8106874837686, 'gram_score': 4}], ['Hit animated films boost Pixar. 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The family of an 82-year-old Alzheimer's sufferer who was abandoned at a hospital have come forward.", {'sub_word_num': 2, 'delta': 0.09397837519645691, 'replacement_word': [('family', 'genus'), ('hospital', 'clinic')], 'tmp_doc': [('R', " relatives of abandoned man found. the genus of an 82 - year - old alzheimer's sufferer who was abandoned at a clinic have come forward. ")], 'ori_prob': 0.3712514042854309, 'new_prob': 0.277273029088974, 'sim_score': 0.88316715, 'flu_score': 133.19328677768883, 'gram_score': 2}], ["Vilsack, Dean Jockey for Top DNC Post (AP). AP - Iowa Gov. 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Moscow, Russia (Sports Network) - Lokomotiv Moscow won the Russian Premier League championship on the final day of the season with a 2-0 victory over Shinnik Yaroslavl.', {'sub_word_num': 11, 'delta': 0.20064449310302734, 'replacement_word': [('lokomotiv', 'polar'), ('moscow', 'integrated'), ('captures', 'integrated'), ('network', 'networking'), ('lokomotiv', 'electric'), ('moscow', 'polar'), ('russian', 'polar'), ('final', 'ultimate'), ('2', 'season'), ('0', '2'), ('victory', '0')], 'tmp_doc': [('L', ' polar integrated integrated league title. moscow, russia ( sports networking ) - electric polar won the polar premier league championship on the ultimate day of the season with a season - 2 0 over shinnik yaroslavl. ')], 'ori_prob': 0.4387282729148865, 'new_prob': 0.23808377981185913, 'sim_score': 0.67733514, 'flu_score': 340.0050324081705, 'gram_score': 6}], ['Coalition asks US Congress to kill copyright bill. WASHINGTON - A coalition of technology and advocacy groups on Friday asked the U.S. Senate to kill copyright legislation that might result in jail time for people who trade copyrighted files online.', {'sub_word_num': 9, 'delta': 0.14816689491271973, 'replacement_word': [('bill', 'pl'), ('asked', 'friday'), ('u', 'query'), ('copyright', 'kill'), ('result', 'might'), ('jail', 'might'), ('people', 'jail'), ('copyrighted', 'turnout'), ('files', 'trade')], 'tmp_doc': [('C', ' coalition asks us congress to kill copyright pl. washington - a coalition of technology and advocacy groups on friday friday the query. s. senate to kill kill legislation that might might in might time for jail who trade turnout trade online. ')], 'ori_prob': 0.43813249468803406, 'new_prob': 0.28996559977531433, 'sim_score': 0.8305857, 'flu_score': 759.8535991393561, 'gram_score': 4}], ['U.S. to Allow Some Telemarketing \'Robo Calls\'.  WASHINGTON (Reuters) - Telemarketers will be able to use  prerecorded "robo calls" to stay in touch with established  customers starting next week -- at least for the short term,  U.S. regulators said Friday.', {'sub_word_num': 14, 'delta': 0.16208603978157043, 'replacement_word': [('prerecorded', 'pre'), ('robo', 'roboo'), ('calls', '"'), ('"', 'to'), ('to', 'stay'), ('stay', 'in'), ('in', 'touch'), ('touch', 'with'), ('with', 'established'), ('established', 'customers'), ('starting', 'next'), ('next', 'week'), ('week', '-'), ('--', '-')], 'tmp_doc': [('U', ' u. s. to allow some telemarketing\'robo calls \'. washington ( reuters ) - telemarketers will be able to use pre " roboo " to stay in touch with established customers customers next week - - at least for the short term, u. s. regulators said friday. 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A Dutch mosque is set on fire in what appears to be the latest attack on the Muslim community.', {'sub_word_num': 11, 'delta': 0.20545682311058044, 'replacement_word': [('set', 'plant'), ('fire', 'lay'), ('netherlands', 'lay'), ('dutch', 'netherlands'), ('mosque', 'dutch'), ('set', 'mosque'), ('appears', 'fire'), ('latest', 'tar'), ('attack', 'tar'), ('muslim', 'slam'), ('community', 'slam')], 'tmp_doc': [('M', ' mosque plant on lay in lay. a netherlands dutch is mosque on fire in what fire to be the tar tar on the slam slam. ')], 'ori_prob': 0.47470584511756897, 'new_prob': 0.2692490220069885, 'sim_score': 0.7411901, 'flu_score': 654.3832067247109, 'gram_score': 5}], ['Warren tones down his bark.  #39; #39;The views of the host do not necessarily reflect the views of the station or its sponsors. #39; #39;. 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AMSTERDAM (Reuters) - Jan Vennegoor of Hesselink scored his  seventh goal of the season to give Dutch league leader PSV  Eindhoven a 1-0 win over Willem II Tilburg on Saturday.', {'sub_word_num': 18, 'delta': 0.2249581217765808, 'replacement_word': [('top', 'virgin'), ('win', 'triumph'), ('willem', 'triumph'), ('amsterdam', 'ii'), ('reuters', 'amsterdam'), ('vennegoor', 'cuckoo'), ('hesselink', 'blast'), ('scored', 'qu'), ('seventh', 'last'), ('goal', 'last'), ('season', 'coordinate'), ('give', 'consort'), ('dutch', 'consort'), ('league', 'consort'), ('psv', 'consort'), ('win', '1'), ('willem', '0'), ('ii', '0')], 'tmp_doc': [('P', ' psv stays virgin after 1 - 0 triumph over triumph ii. ii ( amsterdam ) - jan cuckoo of blast qu his last last of the coordinate to consort consort consort leader consort eindhoven a 1 - 0 1 over 0 0 tilburg on saturday. 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")], 'ori_prob': 0.46477216482162476, 'new_prob': 0.24937202036380768, 'sim_score': 0.7828697, 'flu_score': 697.2409602446724, 'gram_score': 4}], ["Panama Assures Rumsfeld on Canal Security.  PANAMA CITY, Panama (Reuters) - Panama's security chief  told Defense Secretary Donald Rumsfeld on Saturday the Central  American nation was working to prevent any terror attack that  might close the Panama Canal.", {'sub_word_num': 13, 'delta': 0.17266729474067688, 'replacement_word': [('security', 'protection'), ('city', 'panama'), ('panama', 'metropolis'), ('security', 'certificate'), ('defense', 'defensive'), ('secretary', 'repository'), ('rumsfeld', 'repository'), ('central', 'saturday'), ('american', 'polar'), ('prevent', 'working'), ('attack', 'terror'), ('close', 'terror'), ('canal', 'panama')], 'tmp_doc': [('P', " panama assures rumsfeld on canal protection. panama panama, metropolis ( reuters ) - panama's certificate chief told defensive repository donald repository on saturday the saturday polar nation was working to working any terror terror that might terror the panama panama. 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Stocks extended their rally on Friday, led by technology shares after computer maker Dell Inc. (DELL.O: Quote, Profile, Research) shot up 8 percent on a higher quarterly profit and an optimistic forecast.', {'sub_word_num': 3, 'delta': 0.11715367436408997, 'replacement_word': [('techs', 'technique'), ('inc', 'dell'), ('forecast', 'vista')], 'tmp_doc': [('S', ' stocks end higher as dell boosts technique. stocks extended their rally on friday, led by technology shares after computer maker dell dell. ( dell. o : quote, profile, research ) shot up 8 percent on a higher quarterly profit and an optimistic vista. ')], 'ori_prob': 0.4165044128894806, 'new_prob': 0.2993507385253906, 'sim_score': 0.9413444, 'flu_score': 435.1184387681443, 'gram_score': 6}], ["Arizona State Retires Tillman's Jersey (AP). AP - Jake Plummer was among about 50 former Arizona State teammates of Pat Tillman who gathered Saturday night to help the school retire the fallen soldier's No. 42 jersey in an emotional halftime ceremony.", {'sub_word_num': 7, 'delta': 0.2732433080673218, 'replacement_word': [('jersey', 'island'), (').', 'atomic'), ('ap', 'atomic'), ('jake', 'cuckoo'), ('saturday', 'gathered'), ('night', 'saturday'), ('jersey', '42')], 'tmp_doc': [('A', " arizona state retires tillman's island ( ap atomic atomic - cuckoo plummer was among about 50 former arizona state teammates of pat tillman who gathered gathered saturday to help the school retire the fallen soldier's no. 42 42 in an emotional halftime ceremony. ")], 'ori_prob': 0.47118425369262695, 'new_prob': 0.19794093072414398, 'sim_score': 0.8439276, 'flu_score': 602.8541082805376, 'gram_score': 4}], ['Final Round in Cable-ISP Fight. The U.S. Supreme Court has agreed to hear whether cable operators must give access to their lines to third-party ISPs. Michael Grebb reports from Washington.', {'sub_word_num': 15, 'delta': 0.15145380795001984, 'replacement_word': [('final', 'terminal'), ('round', 'blast'), ('isp', 'cable'), ('u', 'uranium'), ('supreme', 'super'), ('court', 'super'), ('agreed', 'has'), ('hear', 'has'), ('access', 'cable'), ('lines', 'access'), ('party', 'squad'), ('isps', 'squad'), ('grebb', 'sect'), ('reports', 'michael'), ('washington', 'michael')], 'tmp_doc': [('F', ' terminal blast in cable - cable fight. the uranium. s. super super has has to has whether cable operators must give cable to their access to third - squad squad. michael sect michael from michael. ')], 'ori_prob': 0.3596341609954834, 'new_prob': 0.20818035304546356, 'sim_score': 0.52207947, 'flu_score': 720.6186456045266, 'gram_score': 7}], ['At Tuesday #39;s midnight hour, you #39;ll find a meteor shower. 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On the eve of a high-profile UN Security Council visit to Nairobi, members are split over a draft resolution on atrocities in Sudan #39;s western Darfur region.', {'sub_word_num': 15, 'delta': 0.199555903673172, 'replacement_word': [('un', 'united'), ('darfur', 'dar'), ('eve', 'cretaceous'), ('high', 'res'), ('profile', 'ant'), ('council', 'team'), ('visit', 'team'), ('members', 'team'), ('split', 'members'), ('resolution', 'split'), ('atrocities', 'draft'), ('sudan', 'solvent'), ('western', '39'), ('darfur', 'exotic'), ('region', 'exotic')], 'tmp_doc': [('U', ' united divided over dar measures. on the cretaceous of a res -ant un security team team to nairobi, team are members over a draft split on draft in solvent # 39 ; s 39 exotic exotic. ')], 'ori_prob': 0.47534996271133423, 'new_prob': 0.27579405903816223, 'sim_score': 0.42715278, 'flu_score': 1398.0958967495974, 'gram_score': 4}], ['Oreskes Named Times Deputy Managing Editor. 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Wholesale prices shot up 1.7 last month, biggest gain in nearly 15 years and well above expectations, as energy costs skyrocketed and food prices surged, a government report said Tuesday.', {'sub_word_num': 11, 'delta': 0.16616466641426086, 'replacement_word': [('prices', 'toll'), ('post', 'planetary'), ('prices', 'wholesale'), ('month', 'last'), ('15', 'gain'), ('years', 'nearly'), ('energy', 'well'), ('food', 'sky'), ('prices', 'sky'), ('government', 'nutrient'), ('report', 'nutrient')], 'tmp_doc': [('W', ' wholesale toll planetary biggest gain since 1990. wholesale wholesale shot up 1. 7 last last, biggest gain in nearly gain nearly and well above expectations, as well costs skyrocketed and sky sky surged, a nutrient nutrient said tuesday. ')], 'ori_prob': 0.4462299048900604, 'new_prob': 0.28006523847579956, 'sim_score': 0.7514413, 'flu_score': 798.3096443582538, 'gram_score': 6}], ['Casino owners team up in Macao. 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NEW YORK (Reuters) - U.S. stocks opened lower on Tuesday  after a government report showing a much larger-than-expected  rise in U.S. producer prices in October raised inflation  concerns.', {'sub_word_num': 14, 'delta': 0.16374891996383667, 'replacement_word': [('open', 'un'), ('lower', 'di'), ('data', 'information'), ('new', 'novel'), ('u', 'e'), ('lower', 'di'), ('tuesday', 'de'), ('government', 'regime'), ('report', 'regime'), ('much', 'liberal'), ('larger', 'liberal'), ('u', 'expected'), ('prices', 'v'), ('october', 'v')], 'tmp_doc': [('S', ' stocks un di ; inflation information weighs. novel york ( reuters ) - e. s. stocks opened di on de after a regime regime showing a liberal liberal - than - expected rise in expected. s. producer v in v raised inflation concerns. ')], 'ori_prob': 0.4602343440055847, 'new_prob': 0.29648542404174805, 'sim_score': 0.7373022, 'flu_score': 1024.4053731579772, 'gram_score': 6}], ['Crude oil prices continue decline. 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By Isabelle Wesselingh - THE HAGUE.', {'sub_word_num': 5, 'delta': 0.12149626016616821, 'replacement_word': [('many', 'resource'), ('criticism', 'particularly'), ('muslims', 'criticism'), ('did', 'breeding'), ('isabelle', 'far')], 'tmp_doc': [('D', ' dutch mulling limits on freedom of expression. resource dutch decision - makers wondering whether reactions, particularly particularly of criticism, breeding not go too far. by far wesselingh - the hague. ')], 'ori_prob': 0.415740430355072, 'new_prob': 0.2942441701889038, 'sim_score': 0.84370863, 'flu_score': 612.9006659486904, 'gram_score': 6}], ["You Say Sell, I Say Potato. Disgruntled shareholders file suit to force talks with Oracle while PeopleSoft's two largest shareholders agree to disagree.", {'sub_word_num': 6, 'delta': 0.10366880893707275, 'replacement_word': [('sell', 'res'), ('disgruntled', 'app'), ('force', 'file'), ('talks', 'imp'), ('oracle', 'prophet'), ('two', 'peoples')], 'tmp_doc': [('Y', " you say res, i say potato. app shareholders file suit to file imp with prophet while peoplesoft's peoples largest shareholders agree to disagree. ")], 'ori_prob': 0.38544872403144836, 'new_prob': 0.2817799150943756, 'sim_score': 0.69370997, 'flu_score': 1608.5970422880464, 'gram_score': 4}], ['European probe arrives to orbit moon. PARIS - Europe #39;s dishwasher-sized spacecraft has entered a lunar orbit. 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AFP - South African skipper Graeme Smith said his team had to learn to be patient on slow pitches if they hoped to do well in an upcoming two-Test series against India.', {'sub_word_num': 1, 'delta': 0.15352284908294678, 'replacement_word': [('afp', 'af')], 'tmp_doc': [('W', ' we have to learn to be patient on indian pitches : smith ( afp ). af - south african skipper graeme smith said his team had to learn to be patient on slow pitches if they hoped to do well in an upcoming two - test series against india. ')], 'ori_prob': 0.38780441880226135, 'new_prob': 0.23428156971931458, 'sim_score': 0.9874606, 'flu_score': 105.56149262321952, 'gram_score': 5}], ['Eisner Says Ovitz Required Oversight Daily. Michael D. Eisner appeared for a second day of testimony in the shareholder lawsuit over the lucrative severance package granted to Michael S. 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A list of 15,000 species threatened with extinction - many of them by human activity - is published.', {'sub_word_num': 10, 'delta': 0.19701364636421204, 'replacement_word': [('science', 'humanitarian'), ('species', 'metal'), ('15', 'list'), ('000', 'list'), ('species', 'quarter'), ('threatened', 'quarter'), ('extinction', 'threatened'), ('human', 'many'), ('activity', 'many'), ('published', 'human')], 'tmp_doc': [('S', ' humanitarian counts metal on brink. a list of list, list quarter quarter with threatened - many of them by many many - is human. ')], 'ori_prob': 0.4565559923648834, 'new_prob': 0.2595423460006714, 'sim_score': 0.49251902, 'flu_score': 1124.9159278940629, 'gram_score': 4}], ['Study: Posture found able to communicate fear. A fight breaks out, and even though people at the far side of the crowd can #39;t see what #39;s going on, they are immediately on edge.', {'sub_word_num': 1, 'delta': 0.17250750958919525, 'replacement_word': [('fight', 'tournament')], 'tmp_doc': [('S', ' study : posture found able to communicate fear. a tournament breaks out, and even though people at the far side of the crowd can # 39 ; t see what # 39 ; s going on, they are immediately on edge. ')], 'ori_prob': 0.3805069029331207, 'new_prob': 0.20799939334392548, 'sim_score': 0.9444145, 'flu_score': 235.41624657966454, 'gram_score': 2}], ["New home ice looks slick. If playing for one of college hockey's most storied programs wasn't enticing enough for potential recruits, Boston University's new \\$97 million Harry Agganis Arena should do the trick.", {'sub_word_num': 16, 'delta': 0.14572107791900635, 'replacement_word': [('hockey', 'college'), ('storied', 'gr'), ('enticing', 'programs'), ('potential', 'potentialtic'), ('recruits', ','), (',', 'boston'), ('boston', 'university'), ('university', "'"), ("'", 's'), ('s', 'university'), ('new', '\\'), ('\\$', '$'), ('harry', '97'), ('should', 'ag'), ('do', 'ag'), ('trick', 'arena')], 'tmp_doc': [('N', " new home ice looks slick. if playing for one of college college's most gr programs wasn't programs enough for potentialtic, boston university's university \\ $ 97 million 97 agganis arena ag ag the arena. ")], 'ori_prob': 0.44490402936935425, 'new_prob': 0.2991829514503479, 'sim_score': 0.73801935, 'flu_score': 1528.360184090013, 'gram_score': 5}], ["Today's schedule. College hockey: MEN -- Stonehill at UMass-Dartmouth, 7:30 p.m.; Franklin Pierce at Assumption, 7:30 p.m.; WOMEN -- Sacred Heart at Holy Cross, 7 p.m.", {'sub_word_num': 20, 'delta': 0.27427542209625244, 'replacement_word': [('today', 'modern'), ('schedule', 'agenda'), ('college', 'multi'), ('hockey', 'surfing'), ('men', 'surfing'), ('--', 'homo'), ('dartmouth', 'ass'), ('p', '30'), ('m', '30'), ('franklin', 'atomic'), ('pierce', 'atomic'), ('7', 'atomic'), ('m', '30'), ('women', 'adult'), ('--', 'adult'), ('sacred', 'adult'), ('holy', 'heart'), ('7', 'heart'), ('p', 'cross'), ('m', 'cross')], 'tmp_doc': [('T', " modern's agenda. multi surfing : surfing homo stonehill at umass -ass, 7 : 30 30. 30. ; atomic atomic at assumption, atomic : 30 p. 30. ; adult adult adult heart at heart cross, heart cross. cross. 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NEW ORLEANS (Sports Network) - Eric Shelton rushed for two  touchdowns, Stefan LeFors passed for 247 yards with two  touchdowns and No. 7 Louisville completed a perfect Conference  USA campaign by routing Tulane, 55-7,', {'sub_word_num': 10, 'delta': 0.2441583275794983, 'replacement_word': [('tulane', 'do'), ('orleans', 'new'), ('sports', 'mutant'), ('network', 'networking'), ('stefan', 'two'), ('lefors', 'twin'), ('yards', 'passed'), ('louisville', '7'), ('usa', 'perfect'), ('tulane', 'america')], 'tmp_doc': [('L', ' louisville slams do. new new ( mutant networking ) - eric shelton rushed for two touchdowns, two twin passed for 247 passed with two touchdowns and no. 7 7 completed a perfect conference perfect campaign by routing america, 55 - 7, ')], 'ori_prob': 0.4749298095703125, 'new_prob': 0.2307714819908142, 'sim_score': 0.7776868, 'flu_score': 923.2327192109124, 'gram_score': 4}], ["Dollar Dives to Record Low Vs. Euro.  LONDON (Reuters) - The dollar crashed through key barriers  to a record low on the euro and a 7-month low on the yen on  Wednesday, as concern mounted a forthcoming G20 finance  ministers' meeting would do little to halt its slide.", {'sub_word_num': 6, 'delta': 0.16510364413261414, 'replacement_word': [('vs', 'atomic'), ('7', 'calendar'), ('month', 'luna'), ('low', 'calendar'), ('finance', 'commitment'), ('ministers', 'commitment')], 'tmp_doc': [('D', " dollar dives to record low atomic. euro. london ( reuters ) - the dollar crashed through key barriers to a record low on the euro and a calendar - luna calendar on the yen on wednesday, as concern mounted a forthcoming g20 commitment commitment'meeting would do little to halt its slide. ")], 'ori_prob': 0.4429931342601776, 'new_prob': 0.2778894901275635, 'sim_score': 0.8646513, 'flu_score': 302.0535111226022, 'gram_score': 6}], ['Grid bids to save the world. 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The Audit Bureau of Circulations released the long-awaited results of its audit of the Tribune Company #39;s scandal-tarred Newsday on Tuesday, confirming the magnitude of the discrepancies uncovered by the company #39;s recent internal audit.', {'sub_word_num': 52, 'delta': 0.17590388655662537, 'replacement_word': [('awaited', 'ab'), ('shows', 'audit'), ('discrepancies', 'major'), ('newsday', 'major'), (';...&', ';...'), ('lt', '&'), (';/', 'lt'), ('b', 'lt'), ('&', 'b'), ('gt', '&'), (';.', 'gt'), ('the', ';.'), ('audit', 'the'), ('bureau', 'audit'), ('of', 'audit'), ('circulations', 'of'), ('released', 'circulations'), ('the', 'released'), ('long', 'the'), ('-', 'long'), ('awaited', '-'), ('results', 'long'), ('of', 'results'), ('its', 'of'), ('audit', 'its'), ('of', 'results'), ('the', 'of'), ('tribune', 'the'), ('company', 'tribune'), ('#', 'inspection'), ('39', '#'), (';', 'tribune'), ('s', ';'), ('scandal', 's'), ('-', 'scandal'), ('tarred', '-'), ('newsday', '39'), ('on', 'newsday'), ('tuesday', 'on'), (',', 'tuesday'), ('confirming', ','), ('the', 'tuesday'), ('magnitude', 'the'), ('of', 'magnitude'), ('the', 'of'), ('discrepancies', 'the'), ('uncovered', 'discrepancies'), ('by', 'uncovered'), ('the', 'by'), ('company', 'there'), ('39', 're'), ('recent', 'squad')], 'tmp_doc': [('L', ' long - ab audit audit major major in major & lt ; b & gt ;... & lt lt b & gt ;. the audit audit of circulations released the long - long results of its results of the tribune inspection # tribune ; s scandal - 39 newsday on tuesday, tuesday the magnitude of the discrepancies uncovered by there #re ; s squad internal audit. 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The Motion Picture Association of America has gone on the offensive in its battle against piracy and peer-to-peer sharing of movies, and has launched more than 200 civil suits against users it identifies as being the worst offenders.', {'sub_word_num': 3, 'delta': 0.15871506929397583, 'replacement_word': [('mpaa', 'mp'), ('users', 'suits'), ('worst', 'identified')], 'tmp_doc': [('M', ' mp takes filesharers to court. the motion picture association of america has gone on the offensive in its battle against piracy and peer - to - peer sharing of movies, and has launched more than 200 civil suits against suits it identifies as being the identified offenders. ')], 'ori_prob': 0.414156049489975, 'new_prob': 0.25544098019599915, 'sim_score': 0.92204094, 'flu_score': 110.93958851147693, 'gram_score': 2}], ['Housing Starts Surge 6.4 Pct. in October.  WASHINGTON (Reuters) - U.S. housing starts jumped a  larger-than-expected 6.4 percent in October to the busiest pace  since December as buyers took advantage of low mortgage rates,  a government report showed on Wednesday.', {'sub_word_num': 15, 'delta': 0.18762731552124023, 'replacement_word': [('starts', 'jumps'), ('surge', 'eruption'), ('pct', 'pc'), ('washington', 'october'), ('u', 'e'), ('starts', 'housing'), ('larger', 'jumped'), ('october', '4'), ('busiest', 'percent'), ('since', 'pace'), ('low', 'advantage'), ('mortgage', 'advantage'), ('report', 'de'), ('showed', 'de'), ('wednesday', 'government')], 'tmp_doc': [('H', ' housing jumps eruption 6. 4 pc. in october. october ( reuters ) - e. s. housing housing jumped a jumped - than - expected 6. 4 percent in 4 to the percent pace pace december as buyers took advantage of advantage advantage rates, a government de de on government. 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A blast rocks a branch of Citibank in the Argentine capital, Buenos Aires, killing a security guard, reports say.', {'sub_word_num': 16, 'delta': 0.18038702011108398, 'replacement_word': [('explosions', 'dynamite'), ('argentine', 'rock'), ('banks', 'bank'), ('blast', 'pond'), ('rocks', 'lance'), ('branch', 'sc'), ('citibank', 'lumber'), ('argentine', 'seed'), ('capital', 'argentine'), ('buenos', 'tick'), ('aires', 'tick'), ('killing', 'sabre'), ('security', 'sabre'), ('guard', 'sabre'), ('reports', 'guard'), ('say', 'guard')], 'tmp_doc': [('E', ' dynamite rock rock bank. a pond lance a sc of lumber in the seed argentine, tick tick, sabre a sabre sabre, guard guard. ')], 'ori_prob': 0.45052123069763184, 'new_prob': 0.27013421058654785, 'sim_score': 0.3356513, 'flu_score': 340.1042686316971, 'gram_score': 5}], ['Jack In The Box profit surges 32 percent, helped by sales jump. SAN DIEGO San Diego-based Jack in the Box says profit for its latest quarter soared 32 percent. The fast-food chain says net income for the fourth quarter rose to 21-point-7 (m) million dollars from 16-point-4 (m) million a year ago.', {'sub_word_num': 2, 'delta': 0.11657482385635376, 'replacement_word': [('percent', 'pc'), ('m', 'e')], 'tmp_doc': [('J', ' jack in the box profit surges 32 pc, helped by sales jump. san diego san diego - based jack in the box says profit for its latest quarter soared 32 percent. the fast - food chain says net income for the fourth quarter rose to 21 - point - 7 ( e ) million dollars from 16 - point - 4 ( m ) million a year ago. ')], 'ori_prob': 0.41654303669929504, 'new_prob': 0.2999682128429413, 'sim_score': 0.98690593, 'flu_score': 116.08049873337794, 'gram_score': 8}], ['Russia working on new nuclear weapons: Putin. 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Wal-Mart Stores Inc, the world #39;s biggest retailer, informed it was confident to see  quot;another record quarter and a successful holiday season quot; after posting solid third-quarter results.', {'sub_word_num': 14, 'delta': 0.19872286915779114, 'replacement_word': [('mart', 'ki'), ('christmas', 'bumper'), ('wal', 'ki'), ('stores', 'mart'), ('world', 'humans'), ('39', 'humans'), ('retailer', 'shop'), ('quot', 'confident'), ('quarter', 'record'), ('successful', 'record'), ('season', 'acc'), ('quot', 'acc'), ('posting', 'acc'), ('results', 'third')], 'tmp_doc': [('U', ' usa : wal - ki predicts bumper bumper. ki - mart mart inc, the humans # humans ; s biggest shop, informed it was confident to see confident ; another record record and a record holiday acc acc ; after acc solid third - quarter third. ')], 'ori_prob': 0.46875959634780884, 'new_prob': 0.2700367271900177, 'sim_score': 0.6909714, 'flu_score': 1991.9930045396318, 'gram_score': 6}], ['Cheese sandwich back on eBay. 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AP - The proposed move of the Montreal Expos to Washington is set to be approved when baseball owners meet Thursday in Chicago.', {'sub_word_num': 10, 'delta': 0.19565540552139282, 'replacement_word': [('expos', 'approve'), (').', 'sale'), ('move', 'proposed'), ('expos', 'montreal'), ('set', 'washington'), ('approved', 'set'), ('baseball', 'coordinate'), ('owners', 'coordinate'), ('thursday', 'meet'), ('chicago', 'meet')], 'tmp_doc': [('B', ' baseball owners set to approve approve sale ( ap sale ap - the proposed proposed of the montreal montreal to washington is washington to be set when coordinate coordinate meet meet in meet. ')], 'ori_prob': 0.4726496636867523, 'new_prob': 0.2769942581653595, 'sim_score': 0.7456531, 'flu_score': 1127.275347918368, 'gram_score': 7}], ['Vampire: The Masquerade - Bloodlines Review. 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Argentina moved atop South America #39;s qualifying group for the 2006 soccer World Cup with a 3-2 victory over Venezuela, grabbing the lead after world champion Brazil suffered its first defeat of the campaign.', {'sub_word_num': 19, 'delta': 0.20061591267585754, 'replacement_word': [('heads', 'stimulate'), ('world', 'humans'), ('cup', 'humans'), ('qualifying', 'singles'), ('group', 'qualifying'), ('brazil', 'sect'), ('south', 'southern'), ('america', 'southern'), ('soccer', '2006'), ('world', '2006'), ('victory', '3'), ('venezuela', '2'), ('grabbing', 'triumph'), ('lead', 'sc'), ('world', 'humans'), ('champion', 'humans'), ('suffered', 'sect'), ('defeat', 'brazil'), ('campaign', 'smash')], 'tmp_doc': [('A', ' argentina stimulate humans humans singles qualifying after sect loses. argentina moved atop southern southern # 39 ; s qualifying group for the 2006 2006 2006 cup with a 3 - 2 3 over 2, triumph the sc after humans humans brazil sect its first brazil of the smash. 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AFP - Australia and the United States sealed a free trade agreement to start January 1, 2005 after clearing last-minute obstacles.', {'sub_word_num': 17, 'delta': 0.1848095953464508, 'replacement_word': [('us', 'seal'), ('trade', 'free'), ('afp', 'agreement'), (').', 'af'), ('afp', 'af'), ('united', 'australia'), ('sealed', 'states'), ('free', 'states'), ('agreement', 'free'), ('start', 'trade'), ('january', 'trade'), ('1', 'trade'), ('2005', 'offset'), ('clearing', 'january'), ('last', 'cease'), ('minute', 'round'), ('obstacles', 'round')], 'tmp_doc': [('A', ' australia, seal seal free free agreement ( agreement af af - australia and the australia states states a states trade free to trade trade trade, offset after january cease - round round. ')], 'ori_prob': 0.4692579209804535, 'new_prob': 0.2844483256340027, 'sim_score': 0.6304815, 'flu_score': 589.3882083639077, 'gram_score': 7}], ['Seagate to Ship 400 GB HDD. SL: Seagate Technology has announced that it will begin shipping the world #39;s highest capacity PC hard drive to retail stores and resellers.', {'sub_word_num': 13, 'delta': 0.22044125199317932, 'replacement_word': [('gb', '400'), ('hdd', 'gb'), ('seagate', 'sl'), ('technology', 'sl'), ('has', 'polytechnic'), ('will', 'announced'), ('begin', 'announced'), ('shipping', 'jumps'), ('capacity', '39'), ('pc', '39'), ('retail', 'hard'), ('stores', 'hard'), ('resellers', 'drive')], 'tmp_doc': [('S', ' seagate to ship 400 400 gb. sl : sl sl polytechnic announced that it announced announced jumps the world # 39 ; s highest 39 39 hard drive to hard hard and drive. ')], 'ori_prob': 0.4533310532569885, 'new_prob': 0.2328898012638092, 'sim_score': 0.6215253, 'flu_score': 1356.4327877848395, 'gram_score': 4}], ['PM backs indigenous alcohol ban. CURFEWS and alcohol bans may be necessary in Aboriginal communities, Prime Minister John Howard said today, adding that civil liberties were less important than staying alive.', {'sub_word_num': 4, 'delta': 0.20730125904083252, 'replacement_word': [('necessary', 'pre'), ('prime', 'polar'), ('minister', 'polar'), ('said', 'john')], 'tmp_doc': [('P', ' pm backs indigenous alcohol ban. curfews and alcohol bans may be pre in aboriginal communities, polar polar john howard john today, adding that civil liberties were less important than staying alive. ')], 'ori_prob': 0.4643533527851105, 'new_prob': 0.25705209374427795, 'sim_score': 0.8994979, 'flu_score': 380.3772562654167, 'gram_score': 3}], ["Pilgrim Baxter founders to pay \\$160m. WASHINGTON -- The two founders of the Pilgrim Baxter mutual fund family have agreed to pay \\$80 million each to settle regulators' charges of improper trading to benefit themselves and friends at the expense of longer-term shareholders, the authorities said yesterday.", {'sub_word_num': 29, 'delta': 0.18939566612243652, 'replacement_word': [('pay', 'rec'), ('\\$', '\\'), ('160m', '$'), ('.', '160m'), ('washington', '.'), ('--', 'washington'), ('the', 'washington'), ('two', 'the'), ('founders', 'two'), ('of', 'founders'), ('the', 'of'), ('pilgrim', 'the'), ('baxter', 'pilgrim'), ('mutual', 'common'), ('fund', 'common'), ('family', 'fundal'), ('pay', 'agreed'), ('\\$', 'rec'), ('80', 'rec'), ('million', 'rec'), ('each', 'rec'), ('regulators', 'rec'), ('charges', 'settle'), ('trading', 'regulators'), ('friends', 'trading'), ('term', 'expense'), ('shareholders', 'expense'), ('authorities', 'term'), ('said', 'term')], 'tmp_doc': [('P', " pilgrim baxter founders to rec \\ $ 160m. washington washington the two founders of the pilgrim common common fundal have agreed to agreed rec rec rec rec to settle rec'settle of improper regulators to benefit themselves and trading at the expense of longer - expense expense, the term term yesterday. 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')], 'ori_prob': 0.46588313579559326, 'new_prob': 0.30757105350494385, 'sim_score': 0.9084052, 'flu_score': 181.33549046521279, 'gram_score': 2}], ['Running may have defined the body. Next time you drive past a jogger on the street, give her a honk and a wave - she #39;s honing the skill that helped define the human body, according to a study by researchers from the University of Utah and Harvard.', {'sub_word_num': 2, 'delta': 0.13593539595603943, 'replacement_word': [('give', 'chip'), ('wave', 'rowing')], 'tmp_doc': [('R', ' running may have defined the body. next time you drive past a jogger on the street, chip her a honk and a rowing - she # 39 ; s honing the skill that helped define the human body, according to a study by researchers from the university of utah and harvard. ')], 'ori_prob': 0.43794798851013184, 'new_prob': 0.3020125925540924, 'sim_score': 0.9462627, 'flu_score': 144.15204166993578, 'gram_score': 2}], ['Raptors fall to Nuggets. CBC SPORTS ONLINE - After starting the season with three straight wins, the Toronto Raptors are heading back home with a losing record.', {'sub_word_num': 6, 'delta': 0.18860384821891785, 'replacement_word': [('raptors', 'tram'), ('sports', 'mutant'), ('starting', 'bug'), ('season', 'acc'), ('wins', 'straight'), ('record', 'losing')], 'tmp_doc': [('R', ' tram fall to nuggets. cbc mutant online - after bug the acc with three straight straight, the toronto raptors are heading back home with a losing losing. ')], 'ori_prob': 0.47261977195739746, 'new_prob': 0.2840159237384796, 'sim_score': 0.79879224, 'flu_score': 723.982587450504, 'gram_score': 5}], ['Sanpaolo and Dexia in merger talks By Reuters - November 18 2004 <b>...</b>. Italian bank Sanpaolo and Dexia, the Franco-Belgian group, confirmed they were in preliminary talks after a report that they were considering a merger to create a major cross-border lender.', {'sub_word_num': 23, 'delta': 0.09933614730834961, 'replacement_word': [('sanpaolo', 'mal'), ('merger', 'reunification'), ('2004', '18'), (';...&', ';...'), ('lt', '&'), (';/', 'e'), ('b', ';'), ('&', '/'), ('gt', 'b'), (';.', '&'), ('italian', 'b'), ('bank', ';.'), ('sanpaolo', 'italian'), ('and', 'bank'), ('dexia', 'sanpaolo'), (',', 'andolo'), ('the', ','), ('franco', 'theia'), ('confirmed', 'group'), ('preliminary', 'group'), ('report', 'talks'), ('border', 'major'), ('lender', 'cross')], 'tmp_doc': [('S', ' mal and dexia in reunification talks by reuters - november 18 18 & lt ; b & gt ;... & e ; / b & b ;. italian bank sanpaolo andolo, theia - belgian group, group they were in group talks after a talks that they were considering a merger to create a major cross - major cross. 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