Gender Bias in Coreference Resolution: Evaluation and Debiasing Methods

18 April 2018

Papers citing "Gender Bias in Coreference Resolution: Evaluation and Debiasing Methods"

50 / 214 papers shown

Title
Characteristics of Harmful Text: Towards Rigorous Benchmarking of Language Models Maribeth Rauh John F. J. Mellor J. Uesato Po-Sen Huang Johannes Welbl ... Amelia Glaese G. Irving Iason Gabriel William S. Isaac Lisa Anne Hendricks 33 49 0 16 Jun 2022
What Changed? Investigating Debiasing Methods using Causal Mediation Analysis Su-Ha Jeoung Jana Diesner CML 21 7 0 01 Jun 2022
LingMess: Linguistically Informed Multi Expert Scorers for Coreference Resolution Shon Otmazgin Arie Cattan Yoav Goldberg LRM 40 36 0 25 May 2022
Linear Connectivity Reveals Generalization Strategies Jeevesh Juneja Rachit Bansal Kyunghyun Cho João Sedoc Naomi Saphra 244 45 0 24 May 2022
Toward Understanding Bias Correlations for Mitigation in NLP Lu Cheng Suyu Ge Huan Liu 39 8 0 24 May 2022
Conditional Supervised Contrastive Learning for Fair Text Classification Jianfeng Chi Will Shand Yaodong Yu Kai-Wei Chang Han Zhao Yuan Tian FaML 49 14 0 23 May 2022
Towards Debiasing Translation Artifacts Koel Dutta Chowdhury Rricha Jalota C. España-Bonet Josef van Genabith 31 6 0 16 May 2022
Using Natural Sentences for Understanding Biases in Language Models Sarah Alnegheimish Alicia Guo Yi Sun 27 21 0 12 May 2022
User Guide for KOTE: Korean Online Comments Emotions Dataset Duyoung Jeon Junho Lee Cheongtag Kim 54 0 0 11 May 2022
Richer Countries and Richer Representations Kaitlyn Zhou Kawin Ethayarajh Dan Jurafsky 46 9 0 10 May 2022
Problems with Cosine as a Measure of Embedding Similarity for High Frequency Words Kaitlyn Zhou Kawin Ethayarajh Dallas Card Dan Jurafsky 41 66 0 10 May 2022
Detoxifying Language Models with a Toxic Corpus Yoon A Park Frank Rudzicz 27 6 0 30 Apr 2022
How Gender Debiasing Affects Internal Model Representations, and Why It Matters Hadas Orgad Seraphina Goldfarb-Tarrant Yonatan Belinkov 26 18 0 14 Apr 2022
Fair and Argumentative Language Modeling for Computational Argumentation Carolin Holtermann Anne Lauscher Simone Paolo Ponzetto 19 21 0 08 Apr 2022
Winoground: Probing Vision and Language Models for Visio-Linguistic Compositionality Tristan Thrush Ryan Jiang Max Bartolo Amanpreet Singh Adina Williams Douwe Kiela Candace Ross CoGe 34 404 0 07 Apr 2022
Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal Umang Gupta Jwala Dhamala Varun Kumar Apurv Verma Yada Pruksachatkun Satyapriya Krishna Rahul Gupta Kai-Wei Chang Greg Ver Steeg Aram Galstyan 21 49 0 23 Mar 2022
Speciesist Language and Nonhuman Animal Bias in English Masked Language Models Masashi Takeshita Rafal Rzepka K. Araki 31 6 0 10 Mar 2022
Screening Gender Transfer in Neural Machine Translation Guillaume Wisniewski Lichao Zhu Nicolas Bailler François Yvon 6 4 0 25 Feb 2022
Conversational Agents: Theory and Applications M. Wahde M. Virgolin LLMAG 26 24 0 07 Feb 2022
Handling Bias in Toxic Speech Detection: A Survey Tanmay Garg Sarah Masud Tharun Suresh Tanmoy Chakraborty 17 91 0 26 Jan 2022
Text and Code Embeddings by Contrastive Pre-Training Arvind Neelakantan Tao Xu Raul Puri Alec Radford Jesse Michael Han ... Tabarak Khan Toki Sherbakov Joanne Jang Peter Welinder Lilian Weng SSL AI4TS 232 425 0 24 Jan 2022
Can Model Compression Improve NLP Fairness Guangxuan Xu Qingyuan Hu 31 26 0 21 Jan 2022
AugLy: Data Augmentations for Robustness Zoe Papakipos Joanna Bitton AAML 33 53 0 17 Jan 2022
A Survey on Gender Bias in Natural Language Processing Karolina Stañczak Isabelle Augenstein 30 110 0 28 Dec 2021
Measure and Improve Robustness in NLP Models: A Survey Xuezhi Wang Haohan Wang Diyi Yang 139 130 0 15 Dec 2021
Measuring Fairness with Biased Rulers: A Survey on Quantifying Biases in Pretrained Language Models Pieter Delobelle E. Tokpo T. Calders Bettina Berendt 19 24 0 14 Dec 2021
Reduced, Reused and Recycled: The Life of a Dataset in Machine Learning Research Bernard Koch Emily L. Denton A. Hanna J. Foster 53 140 0 03 Dec 2021
LMdiff: A Visual Diff Tool to Compare Language Models Hendrik Strobelt Benjamin Hoover Arvind Satyanarayan Sebastian Gehrmann VLM 37 19 0 02 Nov 2021
Perceptual Score: What Data Modalities Does Your Model Perceive? Itai Gat Idan Schwartz A. Schwing 33 30 0 27 Oct 2021
Fairness in Missing Data Imputation Yiliang Zhang Q. Long 36 12 0 22 Oct 2021
An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models Nicholas Meade Elinor Poole-Dayan Siva Reddy 22 123 0 16 Oct 2021
Detecting Gender Bias in Transformer-based Models: A Case Study on BERT Bingbing Li Hongwu Peng Rajat Sainju Junhuan Yang Lei Yang Yueying Liang Weiwen Jiang Binghui Wang Hang Liu Caiwen Ding 27 12 0 15 Oct 2021
BBQ: A Hand-Built Bias Benchmark for Question Answering Alicia Parrish Angelica Chen Nikita Nangia Vishakh Padmakumar Jason Phang Jana Thompson Phu Mon Htut Sam Bowman 223 378 0 15 Oct 2021
Enhancing Model Robustness and Fairness with Causality: A Regularization Approach Zhao Wang Kai Shu A. Culotta OOD 21 14 0 03 Oct 2021
A survey on datasets for fairness-aware machine learning Tai Le Quy Arjun Roy Vasileios Iosifidis Wenbin Zhang Eirini Ntoutsi FaML 11 239 0 01 Oct 2021
Second Order WinoBias (SoWinoBias) Test Set for Latent Gender Bias Detection in Coreference Resolution Hillary Dawkins 14 0 0 28 Sep 2021
Faithful Target Attribute Prediction in Neural Machine Translation Xing Niu Georgiana Dinu Prashant Mathur Anna Currey 30 4 0 24 Sep 2021
Balancing out Bias: Achieving Fairness Through Balanced Training Xudong Han Timothy Baldwin Trevor Cohn 26 39 0 16 Sep 2021
Mitigating Language-Dependent Ethnic Bias in BERT Jaimeen Ahn Alice Oh 142 92 0 13 Sep 2021
Are Gender-Neutral Queries Really Gender-Neutral? Mitigating Gender Bias in Image Search Jialu Wang Yang Liu Qing Guo FaML 157 94 0 12 Sep 2021
Towards Zero-shot Commonsense Reasoning with Self-supervised Refinement of Language Models T. Klein Moin Nabi ReLM LRM 35 8 0 10 Sep 2021
Collecting a Large-Scale Gender Bias Dataset for Coreference Resolution and Machine Translation Shahar Levy Koren Lazar Gabriel Stanovsky 31 64 0 08 Sep 2021
Sustainable Modular Debiasing of Language Models Anne Lauscher Tobias Lüken Goran Glavas 55 120 0 08 Sep 2021
Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond Amir Feder Katherine A. Keith Emaad A. Manzoor Reid Pryzant Dhanya Sridhar ... Roi Reichart Margaret E. Roberts Brandon M Stewart Victor Veitch Diyi Yang CML 41 234 0 02 Sep 2021
Why and How Governments Should Monitor AI Development Jess Whittlestone Jack Clark 35 30 0 28 Aug 2021
Harms of Gender Exclusivity and Challenges in Non-Binary Representation in Language Technologies Sunipa Dev Masoud Monajatipoor Anaelia Ovalle Arjun Subramonian J. M. Phillips Kai-Wei Chang 33 164 0 27 Aug 2021
On Measures of Biases and Harms in NLP Sunipa Dev Emily Sheng Jieyu Zhao Aubrie Amstutz Jiao Sun ... M. Sanseverino Jiin Kim Akihiro Nishi Nanyun Peng Kai-Wei Chang 31 80 0 07 Aug 2021
Improving Counterfactual Generation for Fair Hate Speech Detection Aida Mostafazadeh Davani Ali Omrani Brendan Kennedy M. Atari Xiang Ren Morteza Dehghani 30 9 0 03 Aug 2021
Intersectional Bias in Causal Language Models Liam Magee Lida Ghahremanlou K. Soldatić S. Robertson 191 31 0 16 Jul 2021
Trustworthy AI: A Computational Perspective Haochen Liu Yiqi Wang Wenqi Fan Xiaorui Liu Yaxin Li Shaili Jain Yunhao Liu Anil K. Jain Jiliang Tang FaML 104 196 0 12 Jul 2021