Mitigating Gender Bias in Natural Language Processing: Literature Review

21 June 2019

Papers citing "Mitigating Gender Bias in Natural Language Processing: Literature Review"

50 / 278 papers shown

Title
What is Your Favorite Gender, MLM? Gender Bias Evaluation in Multilingual Masked Language Models Emily M. Bender Solon Barocas Robert Sim Hanna Wallach. 2021 37 3 0 09 Apr 2024
Polarity Calibration for Opinion Summarization Yuanyuan Lei Kaiqiang Song Sangwoo Cho Xiaoyang Wang Ruihong Huang Dong Yu 38 0 0 02 Apr 2024
Projective Methods for Mitigating Gender Bias in Pre-trained Language Models Hillary Dawkins I. Nejadgholi Daniel Gillis J. McCuaig 18 0 0 27 Mar 2024
Locating and Mitigating Gender Bias in Large Language Models Yuchen Cai Ding Cao Rongxi Guo Yaqin Wen Guiquan Liu Enhong Chen 32 5 0 21 Mar 2024
Protected group bias and stereotypes in Large Language Models Hadas Kotek David Q. Sun Zidi Xiu Margit Bowler Christopher Klein AILaw ALM 33 3 0 21 Mar 2024
FairSIN: Achieving Fairness in Graph Neural Networks through Sensitive Information Neutralization Cheng Yang Jixi Liu Yunhe Yan Chuan Shi 34 9 0 19 Mar 2024
Investigating Markers and Drivers of Gender Bias in Machine Translations Peter J. Barclay Ashkan Sami 21 2 0 18 Mar 2024
Angry Men, Sad Women: Large Language Models Reflect Gendered Stereotypes in Emotion Attribution Flor Miriam Plaza del Arco Amanda Cercas Curry Alba Curry Gavin Abercrombie Dirk Hovy 37 24 0 05 Mar 2024
"Flex Tape Can't Fix That": Bias and Misinformation in Edited Language Models Karina Halevy Anna Sotnikova Badr AlKhamissi Syrielle Montariol Antoine Bosselut KELM 34 3 0 29 Feb 2024
Twists, Humps, and Pebbles: Multilingual Speech Recognition Models Exhibit Gender Performance Gaps Giuseppe Attanasio Beatrice Savoldi Dennis Fucci Dirk Hovy 39 4 0 28 Feb 2024
FairBelief -- Assessing Harmful Beliefs in Language Models Mattia Setzu Marta Marchiori Manerba Pasquale Minervini Debora Nozza 29 0 0 27 Feb 2024
KoDialogBench: Evaluating Conversational Understanding of Language Models with Korean Dialogue Benchmark Seongbo Jang Seonghyeon Lee Hwanjo Yu ELM 29 0 0 27 Feb 2024
InfFeed: Influence Functions as a Feedback to Improve the Performance of Subjective Tasks Somnath Banerjee Maulindu Sarkar Punyajoy Saha Binny Mathew Animesh Mukherjee TDI 34 0 0 22 Feb 2024
MAFIA: Multi-Adapter Fused Inclusive LanguAge Models Prachi Jain Ashutosh Sathe Varun Gumma Kabir Ahuja Sunayana Sitaram 28 1 0 12 Feb 2024
De-amplifying Bias from Differential Privacy in Language Model Fine-tuning Sanjari Srivastava Piotr (Peter) Mardziel Zhikhun Zhang Archana Ahlawat Anupam Datta John C. Mitchell 40 1 0 07 Feb 2024
Design Principles for Generative AI Applications Justin D. Weisz Jessica He Michael J. Muller Gabriela Hoefer Rachel Miles Werner Geyer AI4CE 44 127 0 25 Jan 2024
The Gaps between Pre-train and Downstream Settings in Bias Evaluation and Debiasing Masahiro Kaneko Danushka Bollegala Timothy Baldwin 38 3 0 16 Jan 2024
Eyes Wide Shut? Exploring the Visual Shortcomings of Multimodal LLMs Shengbang Tong Zhuang Liu Yuexiang Zhai Yi Ma Yann LeCun Saining Xie VLM MLLM 41 283 0 11 Jan 2024
Fairness Certification for Natural Language Processing and Large Language Models Vincent Freiberger Erik Buchmann 39 2 0 02 Jan 2024
New Job, New Gender? Measuring the Social Bias in Image Generation Models Wenxuan Wang Haonan Bai Jen-tse Huang Yuxuan Wan Youliang Yuan Haoyi Qiu Nanyun Peng Michael R. Lyu 47 20 0 01 Jan 2024
Tokenization Matters: Navigating Data-Scarce Tokenization for Gender Inclusive Language Technologies Anaelia Ovalle Ninareh Mehrabi Palash Goyal Jwala Dhamala Kai-Wei Chang Richard Zemel Aram Galstyan Yuval Pinter Rahul Gupta 38 10 0 19 Dec 2023
Developing Linguistic Patterns to Mitigate Inherent Human Bias in Offensive Language Detection Toygar Tanyel Besher Alkurdi S. Ayvaz 15 0 0 04 Dec 2023
Code Search Debiasing:Improve Search Results beyond Overall Ranking Performance Sheng Zhang Hui Li Yanlin Wang Zhao Wei Yong Xiu Juhong Wang Rongong Ji 24 2 0 25 Nov 2023
Fair Text Classification with Wasserstein Independence Thibaud Leteno Antoine Gourru Charlotte Laclau Rémi Emonet Christophe Gravier FaML 29 2 0 21 Nov 2023
Test Suites Task: Evaluation of Gender Fairness in MT with MuST-SHE and INES Beatrice Savoldi Marco Gaido Matteo Negri L. Bentivogli 19 11 0 30 Oct 2023
Pre-trained Speech Processing Models Contain Human-Like Biases that Propagate to Speech Emotion Recognition Isaac Slaughter Craig Greenberg Reva Schwartz Aylin Caliskan 27 4 0 29 Oct 2023
Evaluating Bias and Fairness in Gender-Neutral Pretrained Vision-and-Language Models Laura Cabello Emanuele Bugliarello Stephanie Brandl Desmond Elliott 23 7 0 26 Oct 2023
''Fifty Shades of Bias'': Normative Ratings of Gender Bias in GPT Generated English Text Rishav Hada Agrima Seth Harshita Diddee Kalika Bali 24 13 0 26 Oct 2023
A Survey on Detection of LLMs-Generated Content Xianjun Yang Liangming Pan Xuandong Zhao Haifeng Chen Linda R. Petzold William Y. Wang Wei Cheng DeLMO 40 51 0 24 Oct 2023
Quantifying the Dialect Gap and its Correlates Across Languages Anjali Kantharuban Ivan Vulić Anna Korhonen 57 20 0 23 Oct 2023
A Tale of Pronouns: Interpretability Informs Gender Bias Mitigation for Fairer Instruction-Tuned Machine Translation Giuseppe Attanasio Flor Miriam Plaza del Arco Debora Nozza Anne Lauscher 23 18 0 18 Oct 2023
Investigating Bias in Multilingual Language Models: Cross-Lingual Transfer of Debiasing Techniques Manon Reusens Philipp Borchert Margot Mieskes Jochen De Weerdt Bart Baesens 34 8 0 16 Oct 2023
Hi Guys or Hi Folks? Benchmarking Gender-Neutral Machine Translation with the GeNTE Corpus Andrea Piergentili Beatrice Savoldi Dennis Fucci Matteo Negri L. Bentivogli 24 18 0 08 Oct 2023
Zero-Shot Detection of Machine-Generated Codes Xianjun Yang Kexun Zhang Haifeng Chen Linda R. Petzold William Y. Wang Wei Cheng DeLMO 29 11 0 08 Oct 2023
Examining Temporal Bias in Abusive Language Detection Mali Jin Yida Mu Diana Maynard Kalina Bontcheva 34 5 0 25 Sep 2023
Survey of Social Bias in Vision-Language Models Nayeon Lee Yejin Bang Holy Lovenia Samuel Cahyawijaya Wenliang Dai Pascale Fung VLM 47 16 0 24 Sep 2023
Bias of AI-Generated Content: An Examination of News Produced by Large Language Models Xiao Fang Shangkun Che Minjia Mao Hongzhe Zhang Ming Zhao Xiaohang Zhao 38 78 0 18 Sep 2023
Public Perceptions of Gender Bias in Large Language Models: Cases of ChatGPT and Ernie Kyrie Zhixuan Zhou M. Sanfilippo 23 11 0 17 Sep 2023
Bias and Fairness in Chatbots: An Overview Jintang Xue Yun Cheng Wang Chengwei Wei Xiaofeng Liu Jonghye Woo C.-C. Jay Kuo 36 29 0 16 Sep 2023
"I'm Not Confident in Debiasing AI Systems Since I Know Too Little": Teaching AI Creators About Gender Bias Through Hands-on Tutorials Kyrie Zhixuan Zhou Jiaxun Cao Xiaowen Yuan Daniel E. Weissglass Zachary Kilhoffer M. Sanfilippo Xin Tong FaML 10 5 0 15 Sep 2023
Bias in News Summarization: Measures, Pitfalls and Corpora Julius Steen Katja Markert 20 4 0 14 Sep 2023
VLSlice: Interactive Vision-and-Language Slice Discovery Eric Slyman Minsuk Kahng Stefan Lee VLM 25 9 0 13 Sep 2023
Gender bias and stereotypes in Large Language Models Hadas Kotek Rikker Dockum David Q. Sun 44 207 0 28 Aug 2023
A survey on bias in machine learning research Agnieszka Mikołajczyk-Bareła M. Grochowski AI4CE FaML 38 5 0 22 Aug 2023
A Survey on Fairness in Large Language Models Yingji Li Mengnan Du Rui Song Xin Wang Ying Wang ALM 52 60 0 20 Aug 2023
Why Linguistics Will Thrive in the 21st Century: A Reply to Piantadosi (2023) Jordan Kodner Sarah Payne Jeffrey Heinz LRM 14 11 0 06 Aug 2023
Zshot: An Open-source Framework for Zero-Shot Named Entity Recognition and Relation Extraction Gabriele Picco Marcos Martínez Galindo Alberto Purpura Leopold Fuchs V. López T. Hoang VLM 19 6 0 25 Jul 2023
Large Language Models as Annotators: Enhancing Generalization of NLP Models at Minimal Cost Parikshit Bansal Amit Sharma 44 40 0 27 Jun 2023
Mass-Producing Failures of Multimodal Systems with Language Models Shengbang Tong Erik Jones Jacob Steinhardt 43 33 0 21 Jun 2023
Sociodemographic Bias in Language Models: A Survey and Forward Path Vipul Gupta Pranav Narayanan Venkit Shomir Wilson R. Passonneau 44 21 0 13 Jun 2023