Mitigating Language-Dependent Ethnic Bias in BERT

13 September 2021

Papers citing "Mitigating Language-Dependent Ethnic Bias in BERT"

15 / 15 papers shown

Title
Fairness through Difference Awareness: Measuring Desired Group Discrimination in LLMs Angelina Wang Michelle Phan Daniel E. Ho Sanmi Koyejo 49 2 0 04 Feb 2025
No Free Lunch: Retrieval-Augmented Generation Undermines Fairness in LLMs, Even for Vigilant Users Mengxuan Hu Hongyi Wu Zihan Guan Ronghang Zhu Dongliang Guo Daiqing Qi Sheng Li SILM 35 3 0 10 Oct 2024
Evaluating and Improving Value Judgments in AI: A Scenario-Based Study on Large Language Models' Depiction of Social Conventions Jaeyoun You Bongwon Suh 34 0 0 04 Oct 2023
A Survey on Fairness in Large Language Models Yingji Li Mengnan Du Rui Song Xin Wang Ying Wang ALM 46 59 0 20 Aug 2023
An Efficient Multilingual Language Model Compression through Vocabulary Trimming Asahi Ushio Yi Zhou Jose Camacho-Collados 41 7 0 24 May 2023
Having Beer after Prayer? Measuring Cultural Bias in Large Language Models Tarek Naous Michael Joseph Ryan Alan Ritter Wei-ping Xu 26 85 0 23 May 2023
This Prompt is Measuring <MASK>: Evaluating Bias Evaluation in Language Models Seraphina Goldfarb-Tarrant Eddie L. Ungless Esma Balkir Su Lin Blodgett 31 9 0 22 May 2023
Comparing Biases and the Impact of Multilingual Training across Multiple Languages Sharon Levy Neha Ann John Ling Liu Yogarshi Vyas Jie Ma Yoshinari Fujinuma Miguel Ballesteros Vittorio Castelli Dan Roth 26 25 0 18 May 2023
Evaluation of Social Biases in Recent Large Pre-Trained Models Swapnil Sharma Nikita Anand V. KranthiKiranG. Alind Jain 16 0 0 13 Apr 2023
SensePOLAR: Word sense aware interpretability for pre-trained contextual word embeddings Jan Engler Sandipan Sikdar Marlene Lutz M. Strohmaier 24 7 0 11 Jan 2023
Geographic and Geopolitical Biases of Language Models Fahim Faisal Antonios Anastasopoulos 18 19 0 20 Dec 2022
Can Language Representation Models Think in Bets? Zhi–Bin Tang M. Kejriwal 13 6 0 14 Oct 2022
Downstream Datasets Make Surprisingly Good Pretraining Corpora Kundan Krishna Saurabh Garg Jeffrey P. Bigham Zachary Chase Lipton 38 30 0 28 Sep 2022
Visualizing Deep Neural Networks with Topographic Activation Maps A. Krug Raihan Kabir Ratul Christopher Olson Sebastian Stober FAtt AI4CE 28 3 0 07 Apr 2022
Double-Hard Debias: Tailoring Word Embeddings for Gender Bias Mitigation Tianlu Wang Xi Victoria Lin Nazneen Rajani Bryan McCann Vicente Ordonez Caimng Xiong CVBM 151 54 0 03 May 2020