Gender Bias in Coreference Resolution

25 April 2018

Papers citing "Gender Bias in Coreference Resolution"

50 / 229 papers shown

Title
The Geometry of Distributed Representations for Better Alignment, Attenuated Bias, and Improved Interpretability Sunipa Dev 75 1 0 25 Nov 2020
Argument from Old Man's View: Assessing Social Bias in Argumentation Maximilian Spliethover Henning Wachsmuth 54 20 0 24 Nov 2020
Underspecification Presents Challenges for Credibility in Modern Machine Learning Alexander DÁmour Katherine A. Heller D. Moldovan Ben Adlam B. Alipanahi ... Kellie Webster Steve Yadlowsky T. Yun Xiaohua Zhai D. Sculley OffRL 171 688 0 06 Nov 2020
HoVer: A Dataset for Many-Hop Fact Extraction And Claim Verification Yichen Jiang Shikha Bordia Zheng Zhong Charles Dognin M. Singh Joey Tianyi Zhou 110 159 0 05 Nov 2020
Investigating Societal Biases in a Poetry Composition System Emily Sheng David C. Uthus 83 53 0 05 Nov 2020
Analyzing Gender Bias within Narrative Tropes Dhruvil Gala Mohammad Omar Khursheed Hanna Lerner Brendan O'Connor Mohit Iyyer AI4CE 39 15 0 30 Oct 2020
Unmasking Contextual Stereotypes: Measuring and Mitigating BERT's Gender Bias Marion Bartl Malvina Nissim Albert Gatt 88 125 0 27 Oct 2020
NeuroLogic Decoding: (Un)supervised Neural Text Generation with Predicate Logic Constraints Ximing Lu Peter West Rowan Zellers Ronan Le Bras Chandra Bhagavatula Yejin Choi NAI 87 147 0 24 Oct 2020
Optimal Subarchitecture Extraction For BERT Adrian de Wynter Daniel J. Perry MQ 91 18 0 20 Oct 2020
Measuring and Reducing Gendered Correlations in Pre-trained Models Kellie Webster Xuezhi Wang Ian Tenney Alex Beutel Emily Pitler Ellie Pavlick Jilin Chen Ed Chi Slav Petrov FaML 88 260 0 12 Oct 2020
Neural Machine Translation Doesn't Translate Gender Coreference Right Unless You Make It Danielle Saunders Rosie Sallis Bill Byrne 78 64 0 11 Oct 2020
Astraea: Grammar-based Fairness Testing E. Soremekun Sakshi Udeshi Sudipta Chattopadhyay 154 31 0 06 Oct 2020
UnQovering Stereotyping Biases via Underspecified Questions Tao Li Tushar Khot Daniel Khashabi Ashish Sabharwal Vivek Srikumar 75 138 0 06 Oct 2020
Differentially Private Representation for NLP: Formal Guarantee and An Empirical Study on Privacy and Fairness Lingjuan Lyu Xuanli He Yitong Li 106 90 0 03 Oct 2020
Which *BERT? A Survey Organizing Contextualized Encoders Patrick Xia Shijie Wu Benjamin Van Durme 60 50 0 02 Oct 2020
CrowS-Pairs: A Challenge Dataset for Measuring Social Biases in Masked Language Models Nikita Nangia Clara Vania Rasika Bhalerao Samuel R. Bowman 135 690 0 30 Sep 2020
Utility is in the Eye of the User: A Critique of NLP Leaderboards Kawin Ethayarajh Dan Jurafsky ELM 90 52 0 29 Sep 2020
A Brief Survey and Comparative Study of Recent Development of Pronoun Coreference Resolution Hongming Zhang Xinran Zhao Yangqiu Song 71 10 0 27 Sep 2020
Exploring the Linear Subspace Hypothesis in Gender Bias Mitigation Francisco Vargas Ryan Cotterell 83 29 0 20 Sep 2020
The Language Interpretability Tool: Extensible, Interactive Visualizations and Analysis for NLP Models Ian Tenney James Wexler Jasmijn Bastings Tolga Bolukbasi Andy Coenen ... Ellen Jiang Mahima Pushkarna Carey Radebaugh Emily Reif Ann Yuan VLM 130 196 0 12 Aug 2020
Assessing Demographic Bias in Named Entity Recognition Shubhanshu Mishra Sijun He Luca Belli 57 47 0 08 Aug 2020
OSCaR: Orthogonal Subspace Correction and Rectification of Biases in Word Embeddings Sunipa Dev Tao Li J. M. Phillips Vivek Srikumar 114 55 0 30 Jun 2020
Mitigating Gender Bias in Captioning Systems Ruixiang Tang Mengnan Du Yuening Li Zirui Liu Na Zou Helen Zhou FaML 99 66 0 15 Jun 2020
Nurse is Closer to Woman than Surgeon? Mitigating Gender-Biased Proximities in Word Embeddings Vaibhav Kumar Tenzin Singhay Bhotia Vaibhav Kumar Tanmoy Chakraborty CVBM 84 46 0 02 Jun 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 957 42,622 0 28 May 2020
Language (Technology) is Power: A Critical Survey of "Bias" in NLP Su Lin Blodgett Solon Barocas Hal Daumé Hanna M. Wallach 159 1,257 0 28 May 2020
Deep Learning for Political Science Kakia Chatsiou Slava Jankin AI4CE 66 13 0 13 May 2020
Mitigating Gender Bias Amplification in Distribution by Posterior Regularization Shengyu Jia Tao Meng Jieyu Zhao Kai-Wei Chang FaML 82 43 0 13 May 2020
It's Morphin' Time! Combating Linguistic Discrimination with Inflectional Perturbations Samson Tan Shafiq Joty Min-Yen Kan R. Socher 225 105 0 09 May 2020
Double-Hard Debias: Tailoring Word Embeddings for Gender Bias Mitigation Tianlu Wang Xi Lin Nazneen Rajani Bryan McCann Vicente Ordonez Caimng Xiong CVBM 251 57 0 03 May 2020
Incremental Neural Coreference Resolution in Constant Memory Patrick Xia João Sedoc Benjamin Van Durme CLL 50 3 0 30 Apr 2020
Does Data Augmentation Improve Generalization in NLP? Rohan Jha Charles Lovering Ellie Pavlick 80 10 0 30 Apr 2020
A Review of Winograd Schema Challenge Datasets and Approaches Vid Kocijan Thomas Lukasiewicz E. Davis G. Marcus L. Morgenstern 70 44 0 23 Apr 2020
StereoSet: Measuring stereotypical bias in pretrained language models Moin Nadeem Anna Bethke Siva Reddy 103 1,024 0 20 Apr 2020
Unsupervised Discovery of Implicit Gender Bias Anjalie Field Yulia Tsvetkov 85 49 0 17 Apr 2020
Coreferential Reasoning Learning for Language Representation Deming Ye Yankai Lin Jiaju Du Zhenghao Liu Peng Li Maosong Sun Zhiyuan Liu 87 179 0 15 Apr 2020
Reducing Gender Bias in Neural Machine Translation as a Domain Adaptation Problem Danielle Saunders Bill Byrne AI4CE 143 140 0 09 Apr 2020
"You are grounded!": Latent Name Artifacts in Pre-trained Language Models Vered Shwartz Rachel Rudinger Oyvind Tafjord 53 51 0 06 Apr 2020
Evaluating Models' Local Decision Boundaries via Contrast Sets Matt Gardner Yoav Artzi Victoria Basmova Jonathan Berant Ben Bogin ... Sanjay Subramanian Reut Tsarfaty Eric Wallace Ally Zhang Ben Zhou ELM 108 84 0 06 Apr 2020
A Framework for Evaluation of Machine Reading Comprehension Gold Standards Viktor Schlegel Marco Valentino André Freitas Goran Nenadic Riza Batista-Navarro 50 30 0 10 Mar 2020
A Framework for the Computational Linguistic Analysis of Dehumanization Julia Mendelsohn Yulia Tsvetkov Dan Jurafsky 158 94 0 06 Mar 2020
Algorithmic Fairness Dana Pessach E. Shmueli FaML 92 395 0 21 Jan 2020
GeBioToolkit: Automatic Extraction of Gender-Balanced Multilingual Corpus of Wikipedia Biographies Marta R. Costa-jussá P. Lin C. España-Bonet SyDa 64 25 0 10 Dec 2019
Measuring Social Bias in Knowledge Graph Embeddings Joseph Fisher Dave Palfrey Christos Christodoulopoulos Arpit Mittal FaML 73 37 0 05 Dec 2019
Predictive Biases in Natural Language Processing Models: A Conceptual Framework and Overview Deven Santosh Shah H. Andrew Schwartz Dirk Hovy AI4CE 126 261 0 09 Nov 2019
Towards Understanding Gender Bias in Relation Extraction Andrew Gaut Tony Sun Shirlyn Tang Yuxin Huang Jing Qian ... Jieyu Zhao Diba Mirza E. Belding Kai-Wei Chang William Yang Wang FaML 92 41 0 09 Nov 2019
Reducing Sentiment Bias in Language Models via Counterfactual Evaluation Po-Sen Huang Huan Zhang Ray Jiang Robert Stanforth Johannes Welbl Jack W. Rae Vishal Maini Dani Yogatama Pushmeet Kohli 101 217 0 08 Nov 2019
Toward Gender-Inclusive Coreference Resolution Yang Trista Cao Hal Daumé 97 145 0 30 Oct 2019
A Neural Entity Coreference Resolution Review Nikolaos Stylianou I. Vlahavas 97 40 0 21 Oct 2019
A General Framework for Implicit and Explicit Debiasing of Distributional Word Vector Spaces Anne Lauscher Goran Glavaš Simone Paolo Ponzetto Ivan Vulić 80 64 0 13 Sep 2019