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

Reward Model Perspectives: Whose Opinions Do Reward Models Reward? EMNLP 2025

To Labor is Not to Suffer: Exploration of Polarity Association Bias in LLMs for Sentiment Analysis AACL 2025

Beyond Spatial Explanations: Explainable Face Recognition in the Frequency Domain WACV 2025

The Missing Cause: An Analysis of Causal Attributions in Reporting on Palestine COLING 2025

Detecting Bias and Intersectional Bias in Italian Word Embeddings and Language Models ACL 2025

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

Howard University-AI4PC at SemEval-2025 Task 10: Ensembling LLMs for Multi-lingual Multi-Label and Multi-Class Meta-Classification ACL 2025

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

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

MDIT-Bench: Evaluating the Dual-Implicit Toxicity in Large Multimodal Models ACL 2025

Brown Like Chocolate: How Vision-Language Models Associate Skin Tone with Food Colors EMNLP 2025

Seeing Symbols, Missing Cultures: Probing Vision-Language Models’ Reasoning on Fire Imagery and Cultural Meaning EMNLP 2025

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

Surface Fairness, Deep Bias: A Comparative Study of Bias in Language Models ACL 2025

Red-Teaming for Uncovering Societal Bias in Large Language Models ACL 2025

Are LLMs (Really) Ideological? An IRT-based Analysis and Alignment Tool for Perceived Socio-Economic Bias in LLMs ACL 2025

Strengths and Limitations of Word-Based Task Explainability in Vision Language Models: a Case Study on Biological Sex Biases in the Medical Domain ACL 2025

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

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Call Summarization EMNLP 2025

Leveraging Large Language Models to Measure Gender Representation Bias in Gendered Language Corpora ACL 2025

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

Are you sure? Measuring models bias in content moderation through uncertainty EMNLP 2025

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

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

(Fact) Check Your Bias ACL 2025