conftrace_

social bia

210 papers

Explore in graph

Co-occurring keywords

large language model (13587) bias mitigation (500) bias detection (419) gender bia (435) language model (4599) bias evaluation (123) fairness evaluation (118) bias measurement (66) sentiment analysis (2084) word embedding (1764)

Papers

Bias Analysis and Mitigation through Protected Attribute Detection and Regard Classification EMNLP 2025
Fair Summarization: Bridging Quality and Diversity in Extractive Summaries NAACL 2025
To Mask or to Mirror: Human-AI Alignment in Collective Reasoning EMNLP 2025
Ask LLMs Directly, “What shapes your bias?”: Measuring Social Bias in Large Language Models ACL 2024
Confronting LLMs with Traditional ML: Rethinking the Fairness of Large Language Models in Tabular Classifications NAACL 2024
Investigating Subtler Biases in LLMs: Ageism, Beauty, Institutional, and Nationality Bias in Generative Models ACL 2024
Whose Emotions and Moral Sentiments do Language Models Reflect? ACL 2024
“They are uncultured”: Unveiling Covert Harms and Social Threats in LLM Generated Conversations EMNLP 2024
IndiBias: A Benchmark Dataset to Measure Social Biases in Language Models for Indian Context NAACL 2024
Robust Evaluation Measures for Evaluating Social Biases in Masked Language Models AAAI 2024
RuBia: A Russian Language Bias Detection Dataset COLING 2024
Do Large Language Models Understand Mansplaining? Well, Actually... COLING 2024
Analyzing Effects of Learning Downstream Tasks on Moral Bias in Large Language Models COLING 2024
ABLE: Agency-BeLiefs Embedding to Address Stereotypical Bias through Awareness Instead of Obliviousness COLING 2024
“Global is Good, Local is Bad?”: Understanding Brand Bias in LLMs EMNLP 2024
Debiasing with Sufficient Projection: A General Theoretical Framework for Vector Representations NAACL 2024
A Bayesian Quantification of Aporophobia and the Aggravating Effect of Low–Wealth Contexts on Stigmatization NAACL 2024
UnMASKed: Quantifying Gender Biases in Masked Language Models through Linguistically Informed Job Market Prompts EACL 2024
SocialCounterfactuals: Probing and Mitigating Intersectional Social Biases in Vision-Language Models with Counterfactual Examples CVPR 2024
Uncovering Stereotypes in Large Language Models: A Task Complexity-based Approach EACL 2024
We Don’t Talk About That: Case Studies on Intersectional Analysis of Social Bias in Large Language Models ACL 2024
BiasDora: Exploring Hidden Biased Associations in Vision-Language Models EMNLP 2024
Can Machine Unlearning Reduce Social Bias in Language Models? EMNLP 2024
Walking in Others’ Shoes: How Perspective-Taking Guides Large Language Models in Reducing Toxicity and Bias EMNLP 2024
On the social bias of speech self-supervised models INTERSPEECH 2024