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Does Gender Matter? Towards Fairness in Dialogue Systems

International Conference on Computational Linguistics (COLING), 2019

16 October 2019

Zitao Liu

Papers citing "Does Gender Matter? Towards Fairness in Dialogue Systems"

50 / 93 papers shown

Title
Extended LSTM: Adaptive Feature Gating for Toxic Comment Classification Noor Islam S. Mohammad 60 0 0 19 Oct 2025
REFER: Mitigating Bias in Opinion Summarisation via Frequency Framed Prompting Nannan Huang Haytham M. Fayek Xiuzhen Zhang 96 0 0 19 Sep 2025
FairLangProc: A Python package for fairness in NLP Arturo Pérez-Peralta Sandra Benítez-Peña Rosa E. Lillo 148 0 0 05 Aug 2025
Quantifying Misattribution Unfairness in Authorship AttributionAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Pegah Alipoormolabashi Ajay Patel Niranjan Balasubramanian 159 0 0 02 Jun 2025
Relative Bias: A Comparative Framework for Quantifying Bias in LLMs Alireza Arbabi Florian Kerschbaum 313 0 0 22 May 2025
LFTF: Locating First and Then Fine-Tuning for Mitigating Gender Bias in Large Language Models Zhanyue Qin Yue Ding Deyuan Liu Qingbin Liu Junxian Cai Xi Chen Zhiying Tu Dianhui Chu Cuiyun Gao Dianbo Sui 180 0 0 21 May 2025
SAGE: A Generic Framework for LLM Safety Evaluation Madhur Jindal Hari Shrawgi Parag Agrawal Sandipan Dandapat ELM 327 2 0 28 Apr 2025
Metamorphic Testing for Fairness Evaluation in Large Language Models: Identifying Intersectional Bias in LLaMA and GPTInternational Conference on Software Engineering Research and Applications (ICSERA), 2025 Harishwar Reddy Madhusudan Srinivasan Upulee Kanewala 158 2 0 04 Apr 2025
Do Existing Testing Tools Really Uncover Gender Bias in Text-to-Image Models? Yunbo Lyu Zhou Yang Ye Liu Jing Jiang David Lo 343 2 0 27 Jan 2025
Bias Vector: Mitigating Biases in Language Models with Task Arithmetic ApproachInternational Conference on Computational Linguistics (COLING), 2024 Daiki Shirafuji Makoto Takenaka Shinya Taguchi LLMAG 240 10 0 16 Dec 2024
Towards Resource Efficient and Interpretable Bias Mitigation in Large Language Models S. Tong Eliott Zemour Rawisara Lohanimit Lalana Kagal 210 0 0 02 Dec 2024
Mitigating Gender Bias in Code Large Language Models via Model Editing Zhan Qin Haochuan Wang Zecheng Wang Deyuan Liu Cunhang Fan Zhao Lv Zhiying Tu Dianhui Chu Dianbo Sui KELM 181 3 0 10 Oct 2024
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 265 11 0 10 Oct 2024
MABR: Multilayer Adversarial Bias Removal Without Prior Bias KnowledgeAAAI Conference on Artificial Intelligence (AAAI), 2024 Maxwell J. Yin Boyu Wang Charles Ling 299 0 0 10 Aug 2024
MBBQ: A Dataset for Cross-Lingual Comparison of Stereotypes in Generative LLMs Vera Neplenbroek Arianna Bisazza Raquel Fernández 309 22 0 11 Jun 2024
Deconstructing The Ethics of Large Language Models from Long-standing Issues to New-emerging Dilemmas Chengyuan Deng Yiqun Duan Xin Jin Heng Chang Yijun Tian ... Kuofeng Gao Sihong He Jun Zhuang Lu Cheng Haohan Wang AILaw 234 28 0 08 Jun 2024
The Life Cycle of Large Language Models: A Review of Biases in Education Jinsook Lee Yann Hicke Renzhe Yu Christopher A. Brooks René F. Kizilcec AI4Ed 263 4 0 03 Jun 2024
A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language ModelsKnowledge Discovery and Data Mining (KDD), 2024 Wenqi Fan Yujuan Ding Liang-bo Ning Shijie Wang Hengyun Li D. Yin Tat-Seng Chua Qing Li RALM 3DV 546 572 0 10 May 2024
Graph Machine Learning in the Era of Large Language Models (LLMs) Wenqi Fan Shijie Wang Jiani Huang Zhikai Chen Yu Song ... Haitao Mao Hui Liu Xiaorui Liu D. Yin Qing Li AI4CE 405 40 0 23 Apr 2024
Unifying Bias and Unfairness in Information Retrieval: A Survey of Challenges and Opportunities with Large Language Models Sunhao Dai Chen Xu Shicheng Xu Liang Pang Zhenhua Dong Jun Xu 283 3 0 17 Apr 2024
FairPair: A Robust Evaluation of Biases in Language Models through Paired Perturbations Jane Dwivedi-Yu Raaz Dwivedi Timo Schick 171 5 0 09 Apr 2024
AXOLOTL: Fairness through Assisted Self-Debiasing of Large Language Model Outputs Sana Ebrahimi Kaiwen Chen Abolfazl Asudeh Gautam Das Nick Koudas 174 10 0 01 Mar 2024
KoDialogBench: Evaluating Conversational Understanding of Language Models with Korean Dialogue Benchmark Seongbo Jang Seonghyeon Lee Hwanjo Yu ELM 213 3 0 27 Feb 2024
Potential and Challenges of Model Editing for Social Debiasing Jianhao Yan Futing Wang Yafu Li Yue Zhang KELM 248 12 0 21 Feb 2024
Self-Debiasing Large Language Models: Zero-Shot Recognition and Reduction of Stereotypes Isabel O. Gallegos Ryan Rossi Joe Barrow Md Mehrab Tanjim Tong Yu Hanieh Deilamsalehy Ruiyi Zhang Sungchul Kim Franck Dernoncourt 192 49 0 03 Feb 2024
Fortifying Ethical Boundaries in AI: Advanced Strategies for Enhancing Security in Large Language Models Yunhong He Jianling Qiu Wei Zhang Zhe Yuan 146 3 0 27 Jan 2024
Tackling Bias in Pre-trained Language Models: Current Trends and Under-represented Societies Vithya Yogarajan Gillian Dobbie Te Taka Keegan R. Neuwirth ALM 323 17 0 03 Dec 2023
Step by Step to Fairness: Attributing Societal Bias in Task-oriented Dialogue Systems Hsuan Su Rebecca Qian Chinnadhurai Sankar Shahin Shayandeh Shang-Tse Chen Hung-yi Lee Daniel M. Bikel 219 1 0 11 Nov 2023
Learning from Red Teaming: Gender Bias Provocation and Mitigation in Large Language Models Hsuan Su Cheng-Chu Cheng Hua Farn Shachi H. Kumar Saurav Sahay Shang-Tse Chen Hung-yi Lee 150 6 0 17 Oct 2023
Mitigating Bias for Question Answering Models by Tracking Bias InfluenceNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023 Mingyu Derek Ma Jiun-Yu Kao Arpit Gupta Yu-Hsiang Lin Wenbo Zhao Tagyoung Chung Wei Wang Kai-Wei Chang Nanyun Peng 217 9 0 13 Oct 2023
Are Personalized Stochastic Parrots More Dangerous? Evaluating Persona Biases in Dialogue SystemsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Yixin Wan Jieyu Zhao Vasu Sharma Nanyun Peng Kai-Wei Chang 343 41 0 08 Oct 2023
Survey of Social Bias in Vision-Language Models Nayeon Lee Yejin Bang Holy Lovenia Samuel Cahyawijaya Wenliang Dai Pascale Fung VLM 345 29 0 24 Sep 2023
Are You Worthy of My Trust?: A Socioethical Perspective on the Impacts of Trustworthy AI Systems on the Environment and Human Society Jamell Dacon SILM 194 2 0 18 Sep 2023
Bias and Fairness in Large Language Models: A SurveyComputational Linguistics (CL), 2023 Isabel O. Gallegos Ryan Rossi Joe Barrow Md Mehrab Tanjim Sungchul Kim Franck Dernoncourt Tong Yu Ruiyi Zhang Nesreen Ahmed AILaw 374 869 0 02 Sep 2023
Adversarial Fine-Tuning of Language Models: An Iterative Optimisation Approach for the Generation and Detection of Problematic Content Charles OÑeill Jack Miller I. Ciucă Y. Ting 丁 Thang Bui 147 9 0 26 Aug 2023
Learning to Generate Equitable Text in Dialogue from Biased Training DataAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Anthony Sicilia Malihe Alikhani 267 21 0 10 Jul 2023
Recommender Systems in the Era of Large Language Models (LLMs)IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023 Zihuai Zhao Wenqi Fan Jiatong Li Yunqing Liu Xiaowei Mei ... Zhen Wen Fei Wang Xiangyu Zhao Shucheng Zhou Qing Li KELM 536 425 0 05 Jul 2023
CBBQ: A Chinese Bias Benchmark Dataset Curated with Human-AI Collaboration for Large Language ModelsInternational Conference on Language Resources and Evaluation (LREC), 2023 Yufei Huang Deyi Xiong ALM 247 23 0 28 Jun 2023
Sociodemographic Bias in Language Models: A Survey and Forward Path Vipul Gupta Pranav Narayanan Venkit Shomir Wilson R. Passonneau 406 34 0 13 Jun 2023
Exposing Bias in Online Communities through Large-Scale Language Models Celine Wald Lukas Pfahler 136 7 0 04 Jun 2023
Healing Unsafe Dialogue Responses with Weak Supervision Signals Zi Liang Pinghui Wang Ruofei Zhang Shuo Zhang Xiaofan Ye Yi Huang Junlan Feng 135 1 0 25 May 2023
Reducing Sensitivity on Speaker Names for Text Generation from DialoguesAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Qi Jia Haifeng Tang Kenny Q. Zhu 170 2 0 23 May 2023
BiasAsker: Measuring the Bias in Conversational AI System Yuxuan Wan Wenxuan Wang Pinjia He Jiazhen Gu Haonan Bai Michael Lyu 192 82 0 21 May 2023
CHBias: Bias Evaluation and Mitigation of Chinese Conversational Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Jiaxu Zhao Meng Fang Zijing Shi Yitong Li Ling-Hao Chen Mykola Pechenizkiy 173 31 0 18 May 2023
From Pretraining Data to Language Models to Downstream Tasks: Tracking the Trails of Political Biases Leading to Unfair NLP ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Shangbin Feng Chan Young Park Yuhan Liu Yulia Tsvetkov 419 319 0 15 May 2023
On the Independence of Association Bias and Empirical Fairness in Language ModelsConference on Fairness, Accountability and Transparency (FAccT), 2023 Laura Cabello Anna Katrine van Zee Anders Søgaard 163 35 0 20 Apr 2023
Harnessing Knowledge and Reasoning for Human-Like Natural Language Generation: A Brief ReviewIEEE Data Engineering Bulletin (DEB), 2022 Jiangjie Chen Yanghua Xiao 208 5 0 07 Dec 2022
Language Generation Models Can Cause Harm: So What Can We Do About It? An Actionable SurveyConference of the European Chapter of the Association for Computational Linguistics (EACL), 2022 Sachin Kumar Vidhisha Balachandran Lucille Njoo Antonios Anastasopoulos Yulia Tsvetkov ELM 378 105 0 14 Oct 2022
The User-Aware Arabic Gender Rewriter Bashar Alhafni Ossama Obeid Farah E. Shamout 175 3 0 14 Oct 2022
Unified Detoxifying and Debiasing in Language Generation via Inference-time Adaptive OptimizationInternational Conference on Learning Representations (ICLR), 2022 Zonghan Yang Xiaoyuan Yi Peng Li Yang Liu Xing Xie 255 41 0 10 Oct 2022