bias detection

419 papers

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Co-occurring keywords

large language model (12755) gender bia (433) text classification (6776) language model (4573) fairness evaluation (112) social bia (206) sentiment analysis (2079) natural language processing (2027) bias mitigation (492) responsible ai (181)

Papers

Bias Detection in Media: Traditional Models vs. Transformers in Analyzing Social Media Coverage of the Israeli-Gaza Conflict COLING 2025

FairI Tales: Evaluation of Fairness in Indian Contexts with a Focus on Bias and Stereotypes ACL 2025

Bias in Danish Medical Notes: Infection Classification of Long Texts Using Transformer and LSTM Architectures Coupled with BERT NAACL 2025

LADDER: Language-Driven Slice Discovery and Error Rectification in Vision Classifiers ACL 2025

Large Language Models Still Exhibit Bias in Long Text ACL 2025

An Ethical Dataset from Real-World Interactions Between Users and Large Language Models IJCAI 2025

Attention IoU: Examining Biases in CelebA using Attention Maps CVPR 2025

Human-Centered Disability Bias Detection in Large Language Models IJCNLP 2025

Bias Attribution in Filipino Language Models: Extending a Bias Interpretability Metric for Application on Agglutinative Languages ACL 2025

HEARTS: A Holistic Framework for Explainable, Sustainable and Robust Text Stereotype Detection IJCNLP 2025

TFDP: Token-Efficient Disparity Audits for Autoregressive LLMs via Single-Token Masked Evaluation EMNLP 2025

Who Writes What: Unveiling the Impact of Author Roles on AI-generated Text Detection ACL 2025

Value Portrait: Assessing Language Models’ Values through Psychometrically and Ecologically Valid Items ACL 2025

The Invisible Hand: Unveiling Provider Bias in Large Language Models for Code Generation ACL 2025

A Rapid Test for Accuracy and Bias of Face Recognition Technology WACV 2025

Africa Health Check: Probing Cultural Bias in Medical LLMs EMNLP 2025

Fine-Tuned LLMs are “Time Capsules” for Tracking Societal Bias Through Books NAACL 2025

Assessing Dialect Fairness and Robustness of Large Language Models in Reasoning Tasks ACL 2025

‘Rich Dad, Poor Lad’: How do Large Language Models Contextualize Socioeconomic Factors in College Admission ? EMNLP 2025

EtiCor++: Towards Understanding Etiquettical Bias in LLMs ACL 2025

Blind Men and the Elephant: Diverse Perspectives on Gender Stereotypes in Benchmark Datasets EMNLP 2025

Social Bias in Large Language Models For Bangla: An Empirical Study on Gender and Religious Bias COLING 2025

The Lawyer That Never Thinks: Consistency and Fairness as Keys to Reliable AI ACL 2025

Towards Inclusive Arabic LLMs: A Culturally Aligned Benchmark in Arabic Large Language Model Evaluation COLING 2025

Watching the Watchers: Exposing Gender Disparities in Machine Translation Quality Estimation ACL 2025