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

“As Eastern Powers, I Will Veto.”: An Investigation of Nation-Level Bias of Large Language Models in International Relations AAAI 2026

Beyond Bias Scores: Unmasking Vacuous Neutrality in Small Language Models EACL 2026

LLM BiasScope: A Real-Time Bias Analysis Platform for Comparative LLM Evaluation EACL 2026

Argumentative Debates for Transparent Bias Detection AAAI 2026

Silenced Biases: The Dark Side LLMs Learned to Refuse AAAI 2026

Don’t Judge Code by Its Cover: Exploring Biases in LLM Judges for Code Evaluation EACL 2026

Attribution-Guided Multi-Object Hallucination and Bias Detection in Vision-Language Models EACL 2026

Do Psychometric Tests Work for Large Language Models? Evaluation of Tests on Sexism, Racism, and Morality EACL 2026

Hire Your Anthropologist! Rethinking Culture Benchmarks Through an Anthropological Lens EACL 2026

Teaching and Critiquing Conceptualization and Operationalization in NLP EACL 2026

Towards an Ontology-Driven Approach to Document Bias (Abstract Reprint) AAAI 2026

NewsLensAI: NER-Guided Summarization for Mitigating Hallucination and Bias in LLM-Based News Summaries (Student Abstract) AAAI 2026

Bias Association Discovery Framework for Open-Ended LLM Generations AAAI 2026

Bias in the Ear of the Listener: Assessing Sensitivity in Audio Language Models Across Linguistic, Demographic, and Positional Variations EACL 2026

SCALEX: Scalable Concept and Latent Exploration for Diffusion Models WACV 2026

Safety of Large Language Models Beyond English: A Systematic Literature Review of Risks, Biases, and Safeguards EACL 2026

Detecting Subtle Biases: An Ethical Lens on Underexplored Areas in AI Language Models Biases EACL 2026

“Yuki Gets Sushi, David Gets Steak?”: Uncovering Gender and Racial Biases in LLM-Based Meal Recommendations EACL 2026

Analysing LLM Persona Generation and Fairness Interpretation in Polarised Geopolitical Contexts EACL 2026

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

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

DECASTE: Unveiling Caste Stereotypes in Large Language Models Through Multi-Dimensional Bias Analysis IJCAI 2025

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

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

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