Gender Bias in Contextualized Word Embeddings

5 April 2019

Papers citing "Gender Bias in Contextualized Word Embeddings"

50 / 241 papers shown

Title
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
Investigating Bias in Multilingual Language Models: Cross-Lingual Transfer of Debiasing Techniques Manon Reusens Philipp Borchert Margot Mieskes Jochen De Weerdt Bart Baesens 37 8 0 16 Oct 2023
Will the Prince Get True Love's Kiss? On the Model Sensitivity to Gender Perturbation over Fairytale Texts Christina Chance Da Yin Dakuo Wang Kai-Wei Chang 34 0 0 16 Oct 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
The Impact of Debiasing on the Performance of Language Models in Downstream Tasks is Underestimated Masahiro Kaneko Danushka Bollegala Naoaki Okazaki 61 5 0 16 Sep 2023
In-Contextual Gender Bias Suppression for Large Language Models Daisuke Oba Masahiro Kaneko Danushka Bollegala 31 8 0 13 Sep 2023
Bias and Fairness in Large Language Models: A Survey Isabel O. Gallegos Ryan A. Rossi Joe Barrow Md Mehrab Tanjim Sungchul Kim Franck Dernoncourt Tong Yu Ruiyi Zhang Nesreen Ahmed AILaw 40 498 0 02 Sep 2023
Gender bias and stereotypes in Large Language Models Hadas Kotek Rikker Dockum David Q. Sun 44 207 0 28 Aug 2023
CMD: a framework for Context-aware Model self-Detoxification Zecheng Tang Keyan Zhou Juntao Li Yuyang Ding Pinzheng Wang Bowen Yan Minzhang MU 23 5 0 16 Aug 2023
Understanding Multi-Turn Toxic Behaviors in Open-Domain Chatbots Bocheng Chen Guangjing Wang Hanqing Guo Yuanda Wang Qiben Yan 41 15 0 14 Jul 2023
Evaluating Biased Attitude Associations of Language Models in an Intersectional Context Shiva Omrani Sabbaghi Robert Wolfe Aylin Caliskan 26 22 0 07 Jul 2023
Prompt Tuning Pushes Farther, Contrastive Learning Pulls Closer: A Two-Stage Approach to Mitigate Social Biases Yingji Li Mengnan Du Xin Wang Ying Wang 53 27 0 04 Jul 2023
Gender Bias in Transformer Models: A comprehensive survey Praneeth Nemani Yericherla Deepak Joel Pallavi Vijay Farhana Ferdousi Liza 24 3 0 18 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
Measuring Sentiment Bias in Machine Translation Kai Hartung Aaricia Herygers Shubham Kurlekar Khabbab Zakaria Taylan Volkan Sören Gröttrup Munir Georges AI4CE 28 5 0 12 Jun 2023
Evaluating the Social Impact of Generative AI Systems in Systems and Society Irene Solaiman Zeerak Talat William Agnew Lama Ahmad Dylan K. Baker ... Marie-Therese Png Shubham Singh A. Strait Lukas Struppek Arjun Subramonian ELM EGVM 41 104 0 09 Jun 2023
Are fairness metric scores enough to assess discrimination biases in machine learning? Fanny Jourdan Laurent Risser Jean-Michel Loubes Nicholas M. Asher FaML 16 5 0 08 Jun 2023
Language Models Get a Gender Makeover: Mitigating Gender Bias with Few-Shot Data Interventions Himanshu Thakur Atishay Jain Praneetha Vaddamanu Paul Pu Liang Louis-Philippe Morency 36 31 0 07 Jun 2023
An Empirical Analysis of Parameter-Efficient Methods for Debiasing Pre-Trained Language Models Zhongbin Xie Thomas Lukasiewicz 28 12 0 06 Jun 2023
An Invariant Learning Characterization of Controlled Text Generation Carolina Zheng Claudia Shi Keyon Vafa Amir Feder David M. Blei OOD 38 8 0 31 May 2023
Nichelle and Nancy: The Influence of Demographic Attributes and Tokenization Length on First Name Biases Haozhe An Rachel Rudinger 24 9 0 26 May 2023
Out-of-Distribution Generalization in Text Classification: Past, Present, and Future Linyi Yang Yangqiu Song Xuan Ren Chenyang Lyu Yidong Wang Lingqiao Liu Jindong Wang Jennifer Foster Yue Zhang OOD 37 2 0 23 May 2023
A Trip Towards Fairness: Bias and De-Biasing in Large Language Models Leonardo Ranaldi Elena Sofia Ruzzetti Davide Venditti Dario Onorati Fabio Massimo Zanzotto 40 35 0 23 May 2023
Toxicity in ChatGPT: Analyzing Persona-assigned Language Models Ameet Deshpande Vishvak Murahari Tanmay Rajpurohit Ashwin Kalyan Karthik R. Narasimhan LM&MA LLMAG 29 338 0 11 Apr 2023
Fundamentals of Generative Large Language Models and Perspectives in Cyber-Defense Andrei Kucharavy Z. Schillaci Loic Maréchal Maxime Wursch Ljiljana Dolamic Remi Sabonnadiere Dimitri Percia David Alain Mermoud Vincent Lenders ELM AI4CE 35 31 0 21 Mar 2023
ChatGPT and a New Academic Reality: Artificial Intelligence-Written Research Papers and the Ethics of the Large Language Models in Scholarly Publishing Brady Lund Ting Wang Nishith Reddy Mannuru Bing Nie S. Shimray Ziang Wang AI4CE 15 498 0 21 Mar 2023
Toward Fairness in Text Generation via Mutual Information Minimization based on Importance Sampling Rui Wang Pengyu Cheng Ricardo Henao 20 12 0 25 Feb 2023
Parameter-efficient Modularised Bias Mitigation via AdapterFusion Deepak Kumar Oleg Lesota George Zerveas Daniel Cohen Carsten Eickhoff Markus Schedl Navid Rekabsaz MoMe KELM 28 25 0 13 Feb 2023
Debiasing Vision-Language Models via Biased Prompts Ching-Yao Chuang Varun Jampani Yuanzhen Li Antonio Torralba Stefanie Jegelka VLM 30 97 0 31 Jan 2023
Transformer-Patcher: One Mistake worth One Neuron Zeyu Huang Songlin Yang Xiaofeng Zhang Jie Zhou Wenge Rong Zhang Xiong KELM 42 160 0 24 Jan 2023
An Empirical Study of Metrics to Measure Representational Harms in Pre-Trained Language Models Saghar Hosseini Hamid Palangi Ahmed Hassan Awadallah 39 22 0 22 Jan 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
A Comprehensive Study of Gender Bias in Chemical Named Entity Recognition Models Xingmeng Zhao A. Niazi Anthony Rios 31 2 0 24 Dec 2022
The effects of gender bias in word embeddings on depression prediction Gizem Sogancioglu Heysem Kaya 26 3 0 15 Dec 2022
Unsupervised Detection of Contextualized Embedding Bias with Application to Ideology Valentin Hofmann J. Pierrehumbert Hinrich Schütze 36 0 0 14 Dec 2022
The Grind for Good Data: Understanding ML Practitioners' Struggles and Aspirations in Making Good Data Inha Cha Juhyun Oh Cheul Young Park Jiyoon Han Hwalsuk Lee 29 2 0 28 Nov 2022
Undesirable Biases in NLP: Addressing Challenges of Measurement Oskar van der Wal Dominik Bachmann Alina Leidinger L. Maanen Willem H. Zuidema K. Schulz 30 6 0 24 Nov 2022
Conceptor-Aided Debiasing of Large Language Models Yifei Li Lyle Ungar João Sedoc 14 4 0 20 Nov 2022
Mind Your Bias: A Critical Review of Bias Detection Methods for Contextual Language Models Silke Husse Andreas Spitz 28 6 0 15 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 30 9 0 05 Nov 2022
MABEL: Attenuating Gender Bias using Textual Entailment Data Jacqueline He Mengzhou Xia C. Fellbaum Danqi Chen 32 32 0 26 Oct 2022
Choose Your Lenses: Flaws in Gender Bias Evaluation Hadas Orgad Yonatan Belinkov 27 35 0 20 Oct 2022
Log-linear Guardedness and its Implications Shauli Ravfogel Yoav Goldberg Ryan Cotterell 28 2 0 18 Oct 2022
Social Biases in Automatic Evaluation Metrics for NLG Mingqi Gao Xiaojun Wan 30 3 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
SODAPOP: Open-Ended Discovery of Social Biases in Social Commonsense Reasoning Models Haozhe An Zongxia Li Jieyu Zhao Rachel Rudinger 30 25 0 13 Oct 2022
On the Explainability of Natural Language Processing Deep Models Julia El Zini M. Awad 29 82 0 13 Oct 2022
Toxicity in Multilingual Machine Translation at Scale Marta R. Costa-jussá Eric Michael Smith C. Ropers Daniel Licht Jean Maillard Javier Ferrando Carlos Escolano 30 25 0 06 Oct 2022
What Do Children and Parents Want and Perceive in Conversational Agents? Towards Transparent, Trustworthy, Democratized Agents Jessica Van Brummelen M. Kelleher Mi Tian Nghi Hoang Nguyen 24 10 0 16 Sep 2022
Efficient Gender Debiasing of Pre-trained Indic Language Models Neeraja Kirtane V. Manushree Aditya Kane 19 3 0 08 Sep 2022