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@article{imai2016improving,
title={Improving ecological inference by predicting individual ethnicity from voter registration records},
author={Imai, Kosuke and Khanna, Kabir},
journal={Political Analysis},
volume={24},
number={2},
pages={263--272},
year={2016},
publisher={Cambridge University Press}
}
@article{rosenman2023race,
title={Race and ethnicity data for first, middle, and surnames},
author={Rosenman, Evan TR and Olivella, Santiago and Imai, Kosuke},
journal={Scientific Data},
volume={10},
number={1},
pages={299},
year={2023},
publisher={Nature Publishing Group UK London}
}
@article{rosenman2022race,
title={Race and ethnicity data for first, middle, and last names},
author={Rosenman, Evan TR and Olivella, Santiago and Imai, Kosuke},
journal={arXiv preprint arXiv:2208.12443},
year={2022}
}
@inproceedings{abadi2016tensorflow,
title={TensorFlow: A System for Large-Scale Machine Learning.},
author={Abadi, Mart{\'\i}n and Barham, Paul and Chen, Jianmin and Chen, Zhifeng and Davis, Andy and Dean, Jeffrey and Devin, Matthieu and Ghemawat, Sanjay and Irving, Geoffrey and Isard, Michael and others},
booktitle={OSDI},
volume={16},
pages={265--283},
year={2016}
}
@inproceedings{ambekar2009name,
title={Name-ethnicity classification from open sources},
author={Ambekar, Anurag and Ward, Charles and Mohammed, Jahangir and Male, Swapna and Skiena, Steven},
booktitle={Proceedings of the 15th ACM SIGKDD international conference on Knowledge Discovery and Data Mining},
pages={49--58},
year={2009},
organization={ACM}
}
@article{ansolabehere2011gender,
title={Gender, race, age, and voting: A research note},
author={Ansolabehere, Stephen and Hersh, Eitan},
year={2011}
}
@misc{census2010,
author = {{\firstsecond{Census Bureau}{The United States Census Bureau}}},
title = {Decennial Census Surname Files (2010, 2000)},
year = {2016},
note = {Data retrieved from The United States Census Bureau Website,
\url{https://www.census.gov/data/developers/data-sets/surnames.html}},
}
@article{bertrand2004emily,
title={Are Emily and Greg more employable than Lakisha and Jamal? A field experiment on labor market discrimination},
author={Bertrand, Marianne and Mullainathan, Sendhil},
journal={American economic review},
volume={94},
number={4},
pages={991--1013},
year={2004}
}
@article{bonica2017database,
title={Database on ideology, money in politics, and elections (DIME)},
author={Bonica, Adam},
year={2017},
publisher={Harvard Dataverse}
}
@inproceedings{ye2017nationality,
title={Nationality classification using name embeddings},
author={Ye, Junting and Han, Shuchu and Hu, Yifan and Coskun, Baris and Liu, Meizhu and Qin, Hong and Skiena, Steven},
booktitle={Proceedings of the 2017 ACM on Conference on Information and Knowledge Management},
pages={1897--1906},
year={2017}
}
@article{sood2018predicting,
title={Predicting race and ethnicity from the sequence of characters in a name},
author={Sood, Gaurav and Laohaprapanon, Suriyan},
journal={arXiv preprint arXiv:1805.02109},
year={2018}
}
@article{paszke2019pytorch,
title={Pytorch: An imperative style, high-performance deep learning library},
author={Paszke, Adam and Gross, Sam and Massa, Francisco and Lerer, Adam and Bradbury, James and Chanan, Gregory and Killeen, Trevor and Lin, Zeming and Gimelshein, Natalia and Antiga, Luca and others},
journal={Advances in neural information processing systems},
volume={32},
year={2019}
}
@misc{chollet2015keras,
title={Keras},
author={Chollet, Fran{\c{c}}ois and others},
year={2015}
}
@article{fiscella2006use,
title={Use of geocoding and surname analysis to estimate race and ethnicity},
author={Fiscella, Kevin and Fremont, Allen M},
journal={Health services research},
volume={41},
number={4p1},
pages={1482--1500},
year={2006},
publisher={Wiley Online Library}
}
@article{graves2005framewise,
title={Framewise phoneme classification with bidirectional LSTM and other neural network architectures},
author={Graves, Alex and Schmidhuber, J{\"u}rgen},
journal={Neural Networks},
volume={18},
number={5-6},
pages={602--610},
year={2005},
publisher={Elsevier}
}
@article{gers1999learning,
title={Learning to forget: Continual prediction with LSTM},
author={Gers, Felix A and Schmidhuber, J{\"u}rgen and Cummins, Fred},
year={1999},
publisher={IET}
}
@article{kingma2014adam,
title={Adam: A method for stochastic optimization},
author={Kingma, Diederik P and Ba, Jimmy},
journal={arXiv preprint arXiv:1412.6980},
year={2014}
}
@misc{sood_2017,
author = {Sood, Gaurav},
publisher = {Harvard Dataverse},
title = {Florida Voter Registration Data},
year = {2017},
doi = {10.7910/DVN/UBIG3F},
url = {https://doi.org/10.7910/DVN/UBIG3F}
}
@article{srivastava2014dropout,
title={Dropout: A simple way to prevent neural networks from overfitting},
author={Srivastava, Nitish and Hinton, Geoffrey and Krizhevsky, Alex and Sutskever, Ilya and Salakhutdinov, Ruslan},
journal={The Journal of Machine Learning Research},
volume={15},
number={1},
pages={1929--1958},
year={2014},
publisher={JMLR. org}
}
@inproceedings{treeratpituk2012name,
title={Name-Ethnicity Classification and Ethnicity-Sensitive Name Matching.},
author={Treeratpituk, Pucktada and Giles, C Lee},
booktitle={AAAI},
year={2012}
}
@inproceedings{ward2009identifying,
title={Identifying differences in news coverage between cultural/ethnic groups},
author={Ward, Charles B and Bautin, Mikhail and Skiena, Steven},
booktitle={Web Intelligence and Intelligent Agent Technologies, 2009. WI-IAT'09. IEEE/WIC/ACM International Joint Conferences on},
volume={3},
pages={511--514},
year={2009},
organization={IEEE}
}
@article{parasurama2021racebert,
title={raceBERT--A Transformer-based Model for Predicting Race from Names},
author={Parasurama, Prasanna},
journal={arXiv preprint arXiv:2112.03807},
year={2021}
}
@article{kotovadeep,
title={A Deep Learning Approach to Predicting Race Using Personal Name and Location (Natural Language Processing)},
author={Kotova, Nadia}
}
@misc{lucas,
title = {Newspaper3k: Article scraping and curation},
author = {Lucas, Ou-Yang},
year = {2023},
URL = {https://github.com/codelucas/newspaper}
}
@misc{willis2023,
author = {Willis, Derek and Sood, Gaurav},
publisher = {Harvard Dataverse},
title = {{Top News: Story URLs and Text from News Feeds of Major National News Sites}},
year = {2023},
version = {V1},
doi = {10.7910/DVN/ZNAKK6},
url = {https://doi.org/10.7910/DVN/ZNAKK6}
}