conftrace_

social bia

210 papers

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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

Joint Vision-Language Social Bias Removal for CLIP CVPR 2025
Intersectional Bias in Japanese Large Language Models from a Contextualized Perspective ACL 2025
What’s the most important value? INVP: INvestigating the Value Priorities of LLMs through Decision-making in Social Scenarios COLING 2025
BasqBBQ: A QA Benchmark for Assessing Social Biases in LLMs for Basque, a Low-Resource Language COLING 2025
What’s Not Said Still Hurts: A Description-Based Evaluation Framework for Measuring Social Bias in LLMs EMNLP 2025
Social Bias in Popular Question-Answering Benchmarks IJCNLP 2025
A Group Fairness Lens for Large Language Models EMNLP 2025
Mind the (Belief) Gap: Group Identity in the World of LLMs ACL 2025
Tackling Social Bias against the Poor: a Dataset and a Taxonomy on Aporophobia NAACL 2025
HESEIA: A community-based dataset for evaluating social biases in large language models, co-designed in real school settings in Latin America EMNLP 2025
Social Debiasing for Fair Multi-modal LLMs ICCV 2025
Missing the Margins: A Systematic Literature Review on the Demographic Representativeness of LLMs ACL 2025
Bias Amplification: Large Language Models as Increasingly Biased Media AACL 2025
What is Behind Homelessness Bias? Using LLMs and NLP to Mitigate Homelessness by Acting on Social Stigma IJCAI 2025
Uncovering Bias in Large Vision-Language Models at Scale with Counterfactuals NAACL 2025
What Counts Underlying LLMs’ Moral Dilemma Judgments? ACL 2025
Multilingual Large Language Models Leak Human Stereotypes across Language Boundaries ACL 2025
Social Bias Evaluation for Large Language Models Requires Prompt Variations EMNLP 2025
LLMs Reproduce Stereotypes of Sexual and Gender Minorities EMNLP 2025
Biases in Large Language Model-Elicited Text: A Case Study in Natural Language Inference COLING 2025
Social Bias in Large Language Models For Bangla: An Empirical Study on Gender and Religious Bias COLING 2025
Social Bias in Popular Question-Answering Benchmarks AACL 2025
Job Unfair: An Investigation of Gender and Occupational Bias in Free-Form Text Completions by LLMs EMNLP 2025
BTC-SAM: Leveraging LLMs for Generation of Bias Test Cases for Sentiment Analysis Models EMNLP 2025
To Mask or to Mirror: Human-AI Alignment in Collective Reasoning EMNLP 2025