Identifying and Reducing Gender Bias in Word-Level Language Models

5 April 2019

Papers citing "Identifying and Reducing Gender Bias in Word-Level Language Models"

50 / 207 papers shown

Title
Logic Against Bias: Textual Entailment Mitigates Stereotypical Sentence Reasoning Hongyin Luo James R. Glass NAI 21 7 0 10 Mar 2023
Can ChatGPT Assess Human Personalities? A General Evaluation Framework Haocong Rao Cyril Leung C. Miao LLMAG LM&MA 23 79 0 01 Mar 2023
FineDeb: A Debiasing Framework for Language Models Akash Saravanan Dhruv Mullick Habibur Rahman Nidhi Hegde FedML AI4CE 18 4 0 05 Feb 2023
Blacks is to Anger as Whites is to Joy? Understanding Latent Affective Bias in Large Pre-trained Neural Language Models Anoop Kadan P Deepak Sahely Bhadra Manjary P.Gangan L. LajishV. 19 2 0 21 Jan 2023
Counteracts: Testing Stereotypical Representation in Pre-trained Language Models Damin Zhang Julia Taylor Rayz Romila Pradhan 34 2 0 11 Jan 2023
Trustworthy Social Bias Measurement Rishi Bommasani Percy Liang 27 10 0 20 Dec 2022
Can Current Task-oriented Dialogue Models Automate Real-world Scenarios in the Wild? Sang-Woo Lee Sungdong Kim Donghyeon Ko Dong-hyun Ham Youngki Hong ... Wangkyo Jung Kyunghyun Cho Donghyun Kwak H. Noh W. Park 48 1 0 20 Dec 2022
Identifying and Manipulating the Personality Traits of Language Models Graham Caron Shashank Srivastava 10 37 0 20 Dec 2022
The KITMUS Test: Evaluating Knowledge Integration from Multiple Sources in Natural Language Understanding Systems Akshatha Arodi Martin Pömsl Kaheer Suleman Adam Trischler Alexandra Olteanu Jackie C.K. Cheung ELM 25 5 0 15 Dec 2022
Undesirable Biases in NLP: Addressing Challenges of Measurement Oskar van der Wal Dominik Bachmann Alina Leidinger L. Maanen Willem H. Zuidema K. Schulz 17 6 0 24 Nov 2022
Does Debiasing Inevitably Degrade the Model Performance Yiran Liu Xiao-Yang Liu Haotian Chen Yang Yu 33 2 0 14 Nov 2022
Nano: Nested Human-in-the-Loop Reward Learning for Few-shot Language Model Control Xiang Fan Yiwei Lyu Paul Pu Liang Ruslan Salakhutdinov Louis-Philippe Morency BDL 24 6 0 10 Nov 2022
Debiasing Methods for Fairer Neural Models in Vision and Language Research: A Survey Otávio Parraga Martin D. Móre C. M. Oliveira Nathan Gavenski L. S. Kupssinskü Adilson Medronha L. V. Moura Gabriel S. Simões Rodrigo C. Barros 42 11 0 10 Nov 2022
Bridging Fairness and Environmental Sustainability in Natural Language Processing Marius Hessenthaler Emma Strubell Dirk Hovy Anne Lauscher 18 8 0 08 Nov 2022
HERB: Measuring Hierarchical Regional Bias in Pre-trained Language Models Yizhi Li Ge Zhang Bohao Yang Chenghua Lin Shi Wang Anton Ragni Jie Fu 22 9 0 05 Nov 2022
LMentry: A Language Model Benchmark of Elementary Language Tasks Avia Efrat Or Honovich Omer Levy 29 19 0 03 Nov 2022
SLING: Sino Linguistic Evaluation of Large Language Models Yixiao Song Kalpesh Krishna R. Bhatt Mohit Iyyer 24 8 0 21 Oct 2022
Choose Your Lenses: Flaws in Gender Bias Evaluation Hadas Orgad Yonatan Belinkov 27 35 0 20 Oct 2022
Keep Me Updated! Memory Management in Long-term Conversations Sanghwan Bae Donghyun Kwak Soyoung Kang Min Young Lee Sungdong Kim Yuin Jeong Hyeri Kim Sang-Woo Lee W. Park Nako Sung 40 46 0 17 Oct 2022
BERTScore is Unfair: On Social Bias in Language Model-Based Metrics for Text Generation Tianxiang Sun Junliang He Xipeng Qiu Xuanjing Huang 24 44 0 14 Oct 2022
COFFEE: Counterfactual Fairness for Personalized Text Generation in Explainable Recommendation Nan Wang Qifan Wang Yi-Chia Wang Maziar Sanjabi Jingzhou Liu Hamed Firooz Hongning Wang Shaoliang Nie 28 6 0 14 Oct 2022
Controlling Bias Exposure for Fair Interpretable Predictions Zexue He Yu-Xiang Wang Julian McAuley Bodhisattwa Prasad Majumder 11 19 0 14 Oct 2022
Unified Detoxifying and Debiasing in Language Generation via Inference-time Adaptive Optimization Zonghan Yang Xiaoyuan Yi Peng Li Yang Liu Xing Xie 27 33 0 10 Oct 2022
Imagen Video: High Definition Video Generation with Diffusion Models Jonathan Ho William Chan Chitwan Saharia Jay Whang Ruiqi Gao ... Diederik P. Kingma Ben Poole Mohammad Norouzi David J. Fleet Tim Salimans VGen 31 1,476 0 05 Oct 2022
Debiasing Word Embeddings with Nonlinear Geometry Lu Cheng Nayoung Kim Huan Liu 24 5 0 29 Aug 2022
Quark: Controllable Text Generation with Reinforced Unlearning Ximing Lu Sean Welleck Jack Hessel Liwei Jiang Lianhui Qin Peter West Prithviraj Ammanabrolu Yejin Choi MU 66 206 0 26 May 2022
Language Anisotropic Cross-Lingual Model Editing Yang Xu Yutai Hou Wanxiang Che Min Zhang KELM 94 24 0 25 May 2022
Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding Chitwan Saharia William Chan Saurabh Saxena Lala Li Jay Whang ... Raphael Gontijo-Lopes Tim Salimans Jonathan Ho David J Fleet Mohammad Norouzi VLM 60 5,778 0 23 May 2022
Conditional Supervised Contrastive Learning for Fair Text Classification Jianfeng Chi Will Shand Yaodong Yu Kai-Wei Chang Han Zhao Yuan Tian FaML 46 14 0 23 May 2022
Gender Bias in Meta-Embeddings Masahiro Kaneko Danushka Bollegala Naoaki Okazaki 36 6 0 19 May 2022
Towards Understanding Gender-Seniority Compound Bias in Natural Language Generation Samhita Honnavalli Aesha Parekh Li-hsueh Ou Sophie Groenwold Sharon Levy Vicente Ordonez William Yang Wang 17 4 0 19 May 2022
"I'm sorry to hear that": Finding New Biases in Language Models with a Holistic Descriptor Dataset Eric Michael Smith Melissa Hall Melanie Kambadur Eleonora Presani Adina Williams 76 129 0 18 May 2022
Richer Countries and Richer Representations Kaitlyn Zhou Kawin Ethayarajh Dan Jurafsky 38 9 0 10 May 2022
Theories of "Gender" in NLP Bias Research Hannah Devinney Jenny Björklund H. Björklund AI4CE 15 65 0 05 May 2022
User-Centric Gender Rewriting Bashar Alhafni Nizar Habash Houda Bouamor 21 10 0 04 May 2022
Building a Role Specified Open-Domain Dialogue System Leveraging Large-Scale Language Models Sanghwan Bae Donghyun Kwak Sungdong Kim Dong-hyun Ham Soyoung Kang Sang-Woo Lee W. Park ALM 22 37 0 30 Apr 2022
Estimating the Personality of White-Box Language Models Saketh Reddy Karra S. Nguyen Theja Tulabandhula 19 49 0 25 Apr 2022
Neural Contrastive Clustering: Fully Unsupervised Bias Reduction for Sentiment Classification Jared Mowery SSL 20 0 0 22 Apr 2022
Towards an Enhanced Understanding of Bias in Pre-trained Neural Language Models: A Survey with Special Emphasis on Affective Bias Anoop Kadan Manjary P.Gangan Deepak P L. LajishV. AI4CE 32 10 0 21 Apr 2022
Speciesist Language and Nonhuman Animal Bias in English Masked Language Models Masashi Takeshita Rafal Rzepka K. Araki 24 6 0 10 Mar 2022
A Survey on Bias and Fairness in Natural Language Processing Rajas Bansal SyDa 15 14 0 06 Mar 2022
No More Than 6ft Apart: Robust K-Means via Radius Upper Bounds Ahmed Imtiaz Humayun Randall Balestriero Anastasios Kyrillidis Richard Baraniuk 19 1 0 04 Mar 2022
Deep Lexical Hypothesis: Identifying personality structure in natural language A. Cutler D. Condon 17 30 0 04 Mar 2022
Welcome to the Modern World of Pronouns: Identity-Inclusive Natural Language Processing beyond Gender Anne Lauscher Archie Crowley Dirk Hovy AILaw 22 54 0 24 Feb 2022
Towards Identifying Social Bias in Dialog Systems: Frame, Datasets, and Benchmarks Jingyan Zhou Deng Jiawen Fei Mi Yitong Li Yasheng Wang Minlie Huang Xin Jiang Qun Liu Helen Meng 25 31 0 16 Feb 2022
Counterfactual Multi-Token Fairness in Text Classification P. Lohia 14 3 0 08 Feb 2022
LaMDA: Language Models for Dialog Applications R. Thoppilan Daniel De Freitas Jamie Hall Noam M. Shazeer Apoorv Kulshreshtha ... Blaise Aguera-Arcas Claire Cui M. Croak Ed H. Chi Quoc Le ALM 13 1,557 0 20 Jan 2022
Memory-assisted prompt editing to improve GPT-3 after deployment Aman Madaan Niket Tandon Peter Clark Yiming Yang KELM 38 0 0 16 Jan 2022
A Survey on Gender Bias in Natural Language Processing Karolina Stañczak Isabelle Augenstein 30 109 0 28 Dec 2021
Efficient Large Scale Language Modeling with Mixtures of Experts Mikel Artetxe Shruti Bhosale Naman Goyal Todor Mihaylov Myle Ott ... Jeff Wang Luke Zettlemoyer Mona T. Diab Zornitsa Kozareva Ves Stoyanov MoE 61 188 0 20 Dec 2021