raceBERT -- A Transformer-based Model for Predicting Race and Ethnicity from Names

“RoBERTa: A Robustly Optimized BERT Pretraining Approach”

Original

Yinhan Liu et al · 1907

Earlier work this paper cites.

“Are Emily and Greg More Employable Than Lakisha and Jamal? A Field Experiment on Labor Market Discrimination”

Marianne Bertrand and Sendhil Mullainathan · 2004

Earlier work this paper cites.

“Use of Geocoding and Surname Analysis to Estimate Race and Ethnicity”

Kevin Fiscella and Allen. Fremont · 2006

Earlier work this paper cites.

“Name-Ethnicity Classification from Open Sources”

Anurag Ambekar et al · 2009

Earlier work this paper cites.

“Improving Ecological Inference by Predicting Individual Ethnicity from Voter Registration Records”

Kosuke Imai and Kabir Khanna · 2016

Earlier work this paper cites.

“Whitened Résumés: Race and Self-Presentation in the Labor Market”

Sonia. Kang, Katherine. DeCelles, András Tilcsik and Sora Jun · 2016

Cited alongside, same era.

“Assessing Fair Lending Risks Using Race/Ethnicity Proxies”

Original

Yan Zhang · 2016

Cited alongside, same era.

“Attention Is All You Need”

Ashish Vaswani et al · 2017

Cited alongside, same era.

“Predicting Race and Ethnicity From the Sequence of Characters in a Name”

Original

Gaurav Sood and Suriyan Laohaprapanon · 2018

Cited alongside, same era.

“BERT: Pre-Training of Deep Bidirectional Transformers for Language Understanding”

Original

Jacob Devlin, Ming-Wei Chang, Kenton Lee and Kristina Toutanova · 2019

Later among the works it cites.

“How to Fine-Tune BERT for Text Classification?”

Chi Sun, Xipeng Qiu, Yige Xu and Xuanjing Huang · 2019

Later among the works it cites.

“Who Benefits from Organizational Diversity Efforts? Evidence from Silicon Valley Firms”

Prasanna Parasurama, Anindya Ghose and Panos Ipeirotis · 2020

Later among the works it cites.

“Rethnicity: Predicting Ethnicity from Names”

Original

Fangzhou Xie · 2021

Closest in time.