Measuring Bias in Contextualized Word Representations

18 June 2019

Papers citing "Measuring Bias in Contextualized Word Representations"

50 / 272 papers shown

Title
Investigating Gender Bias in Turkish Language Models Orhun Caglidil Malte Ostendorff Georg Rehm 27 2 0 17 Apr 2024
What is Your Favorite Gender, MLM? Gender Bias Evaluation in Multilingual Masked Language Models Emily M. Bender Solon Barocas Robert Sim Hanna Wallach. 2021 21 3 0 09 Apr 2024
FairPair: A Robust Evaluation of Biases in Language Models through Paired Perturbations Jane Dwivedi-Yu Raaz Dwivedi Timo Schick 35 2 0 09 Apr 2024
GeniL: A Multilingual Dataset on Generalizing Language Aida Mostafazadeh Davani S. Gubbi Sunipa Dev Shachi Dave Vinodkumar Prabhakaran 25 0 0 08 Apr 2024
Robust Pronoun Fidelity with English LLMs: Are they Reasoning, Repeating, or Just Biased? Vagrant Gautam Eileen Bingert D. Zhu Anne Lauscher Dietrich Klakow 43 8 0 04 Apr 2024
Fairness in Large Language Models: A Taxonomic Survey Zhibo Chu Zichong Wang Wenbin Zhang AILaw 43 32 0 31 Mar 2024
Projective Methods for Mitigating Gender Bias in Pre-trained Language Models Hillary Dawkins I. Nejadgholi Daniel Gillis J. McCuaig 16 0 0 27 Mar 2024
RuBia: A Russian Language Bias Detection Dataset Veronika Grigoreva Anastasiia Ivanova I. Alimova Ekaterina Artemova 35 1 0 26 Mar 2024
Evaluating Unsupervised Dimensionality Reduction Methods for Pretrained Sentence Embeddings Gaifan Zhang Yi Zhou Danushka Bollegala 33 4 0 20 Mar 2024
Detecting Bias in Large Language Models: Fine-tuned KcBERT J. K. Lee T. M. Chung 24 0 0 16 Mar 2024
Take Care of Your Prompt Bias! Investigating and Mitigating Prompt Bias in Factual Knowledge Extraction Ziyang Xu Keqin Peng Liang Ding Dacheng Tao Xiliang Lu 32 10 0 15 Mar 2024
Gender Bias in Large Language Models across Multiple Languages Jinman Zhao Yitian Ding Chen Jia Yining Wang Zifan Qian 24 25 0 01 Mar 2024
TroubleLLM: Align to Red Team Expert Zhuoer Xu Jianping Zhang Shiwen Cui Changhua Meng Weiqiang Wang 33 1 0 28 Feb 2024
ID-XCB: Data-independent Debiasing for Fair and Accurate Transformer-based Cyberbullying Detection Peiling Yi A. Zubiaga 27 0 0 26 Feb 2024
Eagle: Ethical Dataset Given from Real Interactions Masahiro Kaneko Danushka Bollegala Timothy Baldwin 38 3 0 22 Feb 2024
Bias in Language Models: Beyond Trick Tests and Toward RUTEd Evaluation Kristian Lum Jacy Reese Anthis Chirag Nagpal Alex DÁmour Alexander D’Amour 29 13 0 20 Feb 2024
Evaluating the Experience of LGBTQ+ People Using Large Language Model Based Chatbots for Mental Health Support Zilin Ma Yiyang Mei Yinru Long Zhaoyuan Su Krzysztof Z. Gajos AI4MH 22 18 0 14 Feb 2024
AnthroScore: A Computational Linguistic Measure of Anthropomorphism Myra Cheng Kristina Gligorić Tiziano Piccardi Dan Jurafsky 29 12 0 03 Feb 2024
LLaMandement: Large Language Models for Summarization of French Legislative Proposals Joseph Gesnouin Yannis Tannier Christophe Gomes Da Silva Hatim Tapory Camille Brier ... Emmanuel Cortes Pierre-Etienne Devineau Ulrich Tan Esther Mac Namara Su Yang AILaw 31 8 0 29 Jan 2024
Evaluating Gender Bias in Large Language Models via Chain-of-Thought Prompting Masahiro Kaneko Danushka Bollegala Naoaki Okazaki Timothy Baldwin LRM 27 27 0 28 Jan 2024
Semantic Properties of cosine based bias scores for word embeddings Sarah Schröder Alexander Schulz Fabian Hinder Barbara Hammer 29 1 0 27 Jan 2024
Parameter-Efficient Detoxification with Contrastive Decoding Tong Niu Caiming Xiong Semih Yavuz Yingbo Zhou 20 12 0 13 Jan 2024
An investigation of structures responsible for gender bias in BERT and DistilBERT Thibaud Leteno Antoine Gourru Charlotte Laclau Christophe Gravier 30 4 0 12 Jan 2024
The Challenge of Using LLMs to Simulate Human Behavior: A Causal Inference Perspective George Gui Olivier Toubia 37 31 0 24 Dec 2023
Fairness-Aware Structured Pruning in Transformers A. Zayed Gonçalo Mordido Samira Shabanian Ioana Baldini Sarath Chandar 27 15 0 24 Dec 2023
Topic Bias in Emotion Classification Maximilian Wegge Roman Klinger CVBM 18 0 0 14 Dec 2023
Multilingual large language models leak human stereotypes across language boundaries Yang Trista Cao Anna Sotnikova Jieyu Zhao Linda X. Zou Rachel Rudinger Hal Daumé PILM 18 10 0 12 Dec 2023
Understanding the Effect of Model Compression on Social Bias in Large Language Models Gustavo Gonçalves Emma Strubell 12 9 0 09 Dec 2023
Weakly Supervised Detection of Hallucinations in LLM Activations Miriam Rateike C. Cintas John Wamburu Tanya Akumu Skyler Speakman 18 11 0 05 Dec 2023
Tackling Bias in Pre-trained Language Models: Current Trends and Under-represented Societies Vithya Yogarajan Gillian Dobbie Te Taka Keegan R. Neuwirth ALM 37 11 0 03 Dec 2023
TIBET: Identifying and Evaluating Biases in Text-to-Image Generative Models Aditya Chinchure Pushkar Shukla Gaurav Bhatt Kiri Salij K. Hosanagar Leonid Sigal Matthew A. Turk 21 22 0 03 Dec 2023
PEFTDebias : Capturing debiasing information using PEFTs Sumit Agarwal Aditya Srikanth Veerubhotla Srijan Bansal 14 3 0 01 Dec 2023
Bias A-head? Analyzing Bias in Transformer-Based Language Model Attention Heads Yi Yang Hanyu Duan Ahmed Abbasi John P. Lalor K. Tam 11 5 0 17 Nov 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 26 0 0 11 Nov 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
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 21 4 0 17 Oct 2023
BTLM-3B-8K: 7B Parameter Performance in a 3B Parameter Model Nolan Dey Daria Soboleva Faisal Al-Khateeb Bowen Yang Ribhu Pathria ... Robert Myers Jacob Robert Steeves Natalia Vassilieva Marvin Tom Joel Hestness MoE 19 14 0 20 Sep 2023
The Impact of Debiasing on the Performance of Language Models in Downstream Tasks is Underestimated Masahiro Kaneko Danushka Bollegala Naoaki Okazaki 26 5 0 16 Sep 2023
Investigating Subtler Biases in LLMs: Ageism, Beauty, Institutional, and Nationality Bias in Generative Models M. Kamruzzaman M. M. I. Shovon Gene Louis Kim 38 25 0 16 Sep 2023
Hateful Messages: A Conversational Data Set of Hate Speech produced by Adolescents on Discord Jan Fillies Silvio Peikert Adrian Paschke 9 2 0 04 Sep 2023
Generative Social Choice Sara Fish Paul Gölz David C. Parkes Ariel D. Procaccia Gili Rusak Itai Shapira Manuel Wüthrich 25 26 0 03 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 19 485 0 02 Sep 2023
Thesis Distillation: Investigating The Impact of Bias in NLP Models on Hate Speech Detection Fatma Elsafoury 21 3 0 31 Aug 2023
Gender bias and stereotypes in Large Language Models Hadas Kotek Rikker Dockum David Q. Sun 31 204 0 28 Aug 2023
CALM : A Multi-task Benchmark for Comprehensive Assessment of Language Model Bias Vipul Gupta Pranav Narayanan Venkit Hugo Laurenccon Shomir Wilson R. Passonneau 36 12 0 24 Aug 2023
A Survey on Fairness in Large Language Models Yingji Li Mengnan Du Rui Song Xin Wang Ying Wang ALM 37 59 0 20 Aug 2023
TorchQL: A Programming Framework for Integrity Constraints in Machine Learning Aaditya Naik Adam Stein Yinjun Wu Mayur Naik Eric Wong 30 3 0 13 Aug 2023
Unmasking Nationality Bias: A Study of Human Perception of Nationalities in AI-Generated Articles Pranav Narayanan Venkit Sanjana Gautam Ruchi Panchanadikar Tingting Huang Shomir Wilson 9 19 0 08 Aug 2023
Gender-tuning: Empowering Fine-tuning for Debiasing Pre-trained Language Models Somayeh Ghanbarzadeh Yan-ping Huang Hamid Palangi R. C. Moreno Hamed Khanpour 30 12 0 20 Jul 2023
Automated Ableism: An Exploration of Explicit Disability Biases in Sentiment and Toxicity Analysis Models Pranav Narayanan Venkit Mukund Srinath Shomir Wilson 23 17 0 18 Jul 2023