Stackoverflow NER dataset cleaning #2229
Merged
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
It adds entity mappings, removes sentences with metadata and adds questions/answers counts.
It fixes #2228.
Expected Results:
Corpus: 9263 train + 2896 dev + 3108 test sentences
[Sentence: "If I would have 2 tables" [− Tokens: 6 − Token-Labels: "If I would have 2 tables <S-Data_Structure>"],
Sentence: "How do I get this result" [− Tokens: 6],
Sentence: "The following query needs to be adjusted , but I dont know how" [− Tokens: 13]]
Notes:
It would be nicer to extend the parameter
comment_symbol
in theColumnCorpus
class or create one similar that accepts also alist
. In this case, the new parameter would take the values in the listdisallowed_list
.