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To answer questions about racial inequality and fairness, we often need a way to infer race and ethnicity from names.
Nationality classification using name embeddings. In Proceedings of the 2017 ACM on Conference on Information and Knowledge Management
Ye, Junting, Shuchu Han, Yifan Hu, Baris Coskun, Meizhu Liu, Hong Qin and Steven Skiena. 2017 · 1906
Earlier work this paper cites.
“Learning to forget: Continual prediction with LSTM.”
Gers, Felix A, Jürgen Schmidhuber and Fred Cummins. 1999 · 1999
Earlier work this paper cites.
“Decennial Census Surname Files (2010, 2000).”
Census Bureau. 2016 · 2000
Earlier work this paper cites.
“Are Emily and Greg more employable than Lakisha and Jamal? A field experiment on labor market discrimination.” American economic review
Bertrand, Marianne and Sendhil Mullainathan. 2004 · 2004
Earlier work this paper cites.
“Framewise phoneme classification with bidirectional LSTM and other neural network architectures.” Neural Networks
Graves, Alex and Jürgen Schmidhuber. 2005 · 2005
Earlier work this paper cites.
“Use of geocoding and surname analysis to estimate race and ethnicity.” Health services research
Fiscella, Kevin and Allen M Fremont. 2006 · 2006
Earlier work this paper cites.
Name-ethnicity classification from open sources. In Proceedings of the 15th ACM SIGKDD international conference on Knowledge Discovery and Data Mining
Ambekar, Anurag, Charles Ward, Jahangir Mohammed, Swapna Male and Steven Skiena. 2009 · 2009
Cited alongside, same era.
“Gender, race, age, and voting: A research note.”
Ansolabehere, Stephen and Eitan Hersh. 2011 · 2011
Cited alongside, same era.
“Adam: A method for stochastic optimization.” arXiv preprint arXiv:1412.6980
Kingma, Diederik P and Jimmy Ba. 2014 · 2014
Cited alongside, same era.
“Improving ecological inference by predicting individual ethnicity from voter registration records.” Political Analysis
Imai, Kosuke and Kabir Khanna. 2016 · 2016
Cited alongside, same era.
“Database on ideology, money in politics, and elections (DIME).”
Bonica, Adam. 2017 · 2017
Cited alongside, same era.
Sood, Gaurav and Suriyan Laohaprapanon. 2018 · 2018
Closest in time.
“raceBERT–A Transformer-based Model for Predicting Race from Names.” arXiv preprint arXiv:2112.03807
Parasurama, Prasanna. 2021 · 2021
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“Race and ethnicity data for first, middle, and last names.” arXiv preprint arXiv:2208.12443
Rosenman, Evan TR, Santiago Olivella and Kosuke Imai. 2022 · 2022
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“Newspaper3k: Article scraping and curation.”. https://github.com/codelucas/newspaper
Lucas, Ou-Yang. 2023 · 2023
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“Top News: Story URLs and Text from News Feeds of Major National News Sites.”. https://doi.org/10.7910/DVN/ZNAKK6
Willis, Derek and Gaurav Sood. 2023 · 2023
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“Florida Voter Registration Data.”. https://doi.org/10.7910/DVN/UBIG3F
Sood, Gaurav. 2017 · 2017
Cited alongside, same era.
“A Deep Learning Approach to Predicting Race Using Personal Name and Location (Natural Language Processing).” . Forthcoming
Kotova, Nadia. N.d
Cited in the paper.
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