From Prejudice to Parity: A New Approach to Debiasing Large Language
Model Word Embeddings

From Prejudice to Parity: A New Approach to Debiasing Large Language Model Word Embeddings

18 February 2024

Arijit Ghosh Chowdhury

Vinija Jain

Papers citing "From Prejudice to Parity: A New Approach to Debiasing Large Language Model Word Embeddings"

7 / 7 papers shown

Title
Zephyr: Direct Distillation of LM Alignment Lewis Tunstall E. Beeching Nathan Lambert Nazneen Rajani Kashif Rasul ... Nathan Habib Nathan Sarrazin Omar Sanseviero Alexander M. Rush Thomas Wolf ALM 59 382 0 25 Oct 2023
FineDeb: A Debiasing Framework for Language Models Akash Saravanan Dhruv Mullick Habibur Rahman Nidhi Hegde FedML AI4CE 41 4 0 05 Feb 2023
Hate Speech Detection and Racial Bias Mitigation in Social Media based on BERT model Marzieh Mozafari R. Farahbakhsh Noel Crespi 45 216 0 14 Aug 2020
On Measuring and Mitigating Biased Inferences of Word Embeddings Sunipa Dev Tao Li J. M. Phillips Vivek Srikumar 38 170 0 25 Aug 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 390 24,160 0 26 Jul 2019
Identifying and Reducing Gender Bias in Word-Level Language Models Shikha Bordia Samuel R. Bowman FaML 85 324 0 05 Apr 2019
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 534 31,406 0 16 Jan 2013