On Measuring Social Biases in Sentence Encoders

25 March 2019

Papers citing "On Measuring Social Biases in Sentence Encoders"

50 / 367 papers shown

Title
BiasDora: Exploring Hidden Biased Associations in Vision-Language Models Chahat Raj A. Mukherjee Aylin Caliskan Antonios Anastasopoulos Ziwei Zhu VLM 32 4 0 02 Jul 2024
Characterizing Stereotypical Bias from Privacy-preserving Pre-Training Stefan Arnold Rene Gröbner Annika Schreiner 27 0 0 30 Jun 2024
Towards Massive Multilingual Holistic Bias Xiaoqing Ellen Tan Prangthip Hansanti Carleigh Wood Bokai Yu C. Ropers Marta R. Costa-jussá 38 1 0 29 Jun 2024
Fairness and Bias in Multimodal AI: A Survey Tosin P. Adewumi Lama Alkhaled Namrata Gurung G. V. Boven Irene Pagliai 48 9 0 27 Jun 2024
FrenchToxicityPrompts: a Large Benchmark for Evaluating and Mitigating Toxicity in French Texts Caroline Brun Vassilina Nikoulina 29 1 0 25 Jun 2024
An Empirical Study on the Characteristics of Bias upon Context Length Variation for Bangla Jayanta Sadhu Ayan Antik Khan Abhik Bhattacharjee Rifat Shahriyar 22 2 0 25 Jun 2024
Towards Region-aware Bias Evaluation Metrics Angana Borah Aparna Garimella Rada Mihalcea 26 0 0 23 Jun 2024
Leveraging Large Language Models to Measure Gender Bias in Gendered Languages Erik Derner Sara Sansalvador de la Fuente Yoan Gutiérrez Paloma Moreda Nuria Oliver 19 1 0 19 Jun 2024
Evaluating Short-Term Temporal Fluctuations of Social Biases in Social Media Data and Masked Language Models Yi Zhou Danushka Bollegala Jose Camacho-Collados 29 1 0 19 Jun 2024
Interpreting Bias in Large Language Models: A Feature-Based Approach Nirmalendu Prakash Lee Ka Wei Roy 24 1 0 18 Jun 2024
Why Don't Prompt-Based Fairness Metrics Correlate? A. Zayed Gonçalo Mordido Ioana Baldini Sarath Chandar ALM 47 4 0 09 Jun 2024
Whose Preferences? Differences in Fairness Preferences and Their Impact on the Fairness of AI Utilizing Human Feedback Emilia Agis Lerner Florian E. Dorner Elliott Ash Naman Goel 34 1 0 09 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 38 16 0 08 Jun 2024
Ask LLMs Directly, "What shapes your bias?": Measuring Social Bias in Large Language Models Jisu Shin Hoyun Song Huije Lee Soyeong Jeong Jong C. Park 28 6 0 06 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 34 1 0 03 Jun 2024
More Distinctively Black and Feminine Faces Lead to Increased Stereotyping in Vision-Language Models Messi H.J. Lee Jacob M. Montgomery Calvin K Lai VLM 37 0 0 22 May 2024
The Echoes of Multilinguality: Tracing Cultural Value Shifts during LM Fine-tuning Rochelle Choenni Anne Lauscher Ekaterina Shutova 26 7 0 21 May 2024
A survey on fairness of large language models in e-commerce: progress, application, and challenge Qingyang Ren Zilin Jiang Jinghan Cao Sijia Li Chiqu Li Yiyang Liu Shuning Huo Tiange He Yuan Chen AILaw FaML 35 6 0 15 May 2024
Hire Me or Not? Examining Language Model's Behavior with Occupation Attributes Damin Zhang Yi Zhang Geetanjali Bihani Julia Taylor Rayz 48 2 0 06 May 2024
FairMonitor: A Dual-framework for Detecting Stereotypes and Biases in Large Language Models Yanhong Bai Jiabao Zhao Jinxin Shi Zhentao Xie Xingjiao Wu Liang He 32 3 0 06 May 2024
Are Models Biased on Text without Gender-related Language? Catarina G Belém P. Seshadri Yasaman Razeghi Sameer Singh 36 8 0 01 May 2024
FairDeDup: Detecting and Mitigating Vision-Language Fairness Disparities in Semantic Dataset Deduplication Eric Slyman Stefan Lee Scott D. Cohen Kushal Kafle VLM 36 5 0 24 Apr 2024
Investigating Gender Bias in Turkish Language Models Orhun Caglidil Malte Ostendorff Georg Rehm 19 2 0 17 Apr 2024
FairPair: A Robust Evaluation of Biases in Language Models through Paired Perturbations Jane Dwivedi-Yu Raaz Dwivedi Timo Schick 27 2 0 09 Apr 2024
Data Bias According to Bipol: Men are Naturally Right and It is the Role of Women to Follow Their Lead Irene Pagliai G. V. Boven Tosin P. Adewumi Lama Alkhaled Namrata Gurung Isabella Sodergren Elisa Barney 29 1 0 07 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 38 8 0 04 Apr 2024
Towards detecting unanticipated bias in Large Language Models Anna Kruspe 28 3 0 03 Apr 2024
A Survey on Multilingual Large Language Models: Corpora, Alignment, and Bias Yuemei Xu Ling Hu Jiayi Zhao Zihan Qiu Yuqi Ye Hanwen Gu LRM 19 36 0 01 Apr 2024
Fairness in Large Language Models: A Taxonomic Survey Zhibo Chu Zichong Wang Wenbin Zhang AILaw 41 32 0 31 Mar 2024
Addressing Both Statistical and Causal Gender Fairness in NLP Models Hannah Chen Yangfeng Ji David E. Evans 21 2 0 30 Mar 2024
IndiBias: A Benchmark Dataset to Measure Social Biases in Language Models for Indian Context Nihar Ranjan Sahoo Pranamya Prashant Kulkarni Narjis Asad Arif Ahmad Tanu Goyal Aparna Garimella Pushpak Bhattacharyya 31 8 0 29 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
Debiasing Sentence Embedders through Contrastive Word Pairs Philip Kenneweg Sarah Schröder Alexander Schulz Barbara Hammer 28 0 0 27 Mar 2024
Targeted Visualization of the Backbone of Encoder LLMs Isaac Roberts Alexander Schulz L. Hermes Barbara Hammer 29 0 0 26 Mar 2024
Language-Based Depth Hints for Monocular Depth Estimation Dylan Auty K. Mikolajczyk VLM 17 2 0 22 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 22 3 0 21 Mar 2024
Evaluating Unsupervised Dimensionality Reduction Methods for Pretrained Sentence Embeddings Gaifan Zhang Yi Zhou Danushka Bollegala 25 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
ID-XCB: Data-independent Debiasing for Fair and Accurate Transformer-based Cyberbullying Detection Peiling Yi A. Zubiaga 27 0 0 26 Feb 2024
Prejudice and Volatility: A Statistical Framework for Measuring Social Discrimination in Large Language Models Yiran Liu Ke Yang Zehan Qi Xiao-Yang Liu Yang Yu U. I. Urbana-Champaign 28 1 0 23 Feb 2024
LLM-Assisted Content Conditional Debiasing for Fair Text Embedding Wenlong Deng Blair Chen Beidi Zhao Chiyu Zhang Xiaoxiao Li Christos Thrampoulidis 31 0 0 22 Feb 2024
Measuring Social Biases in Masked Language Models by Proxy of Prediction Quality Rahul Zalkikar Kanchan Chandra 21 1 0 21 Feb 2024
From Prejudice to Parity: A New Approach to Debiasing Large Language Model Word Embeddings Aishik Rakshit Smriti Singh Shuvam Keshari Arijit Ghosh Chowdhury Vinija Jain Aman Chadha 29 0 0 18 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 27 1 0 07 Feb 2024
Measuring Implicit Bias in Explicitly Unbiased Large Language Models Xuechunzi Bai Angelina Wang Ilia Sucholutsky Thomas L. Griffiths 100 28 0 06 Feb 2024
Verifiable evaluations of machine learning models using zkSNARKs Tobin South Alexander Camuto Shrey Jain Shayla Nguyen Robert Mahari Christian Paquin Jason Morton Alex Pentland MLAU ALM 25 11 0 05 Feb 2024
ConFit: Improving Resume-Job Matching using Data Augmentation and Contrastive Learning Xiao Yu Jinzhong Zhang Zhou Yu 25 1 0 29 Jan 2024
UnMASKed: Quantifying Gender Biases in Masked Language Models through Linguistically Informed Job Market Prompts Inigo Parra 8 1 0 28 Jan 2024
Quantifying Stereotypes in Language Yang Liu 30 1 0 28 Jan 2024