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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

Human-Centered Disability Bias Detection in Large Language Models IJCNLP 2025
MEDEQUALQA: Evaluating Biases in LLMs with Counterfactual Reasoning IJCNLP 2025
Exploring Health Misinformation Detection with Multi-Agent Debate IJCNLP 2025
Value Portrait: Assessing Language Models’ Values through Psychometrically and Ecologically Valid Items ACL 2025
Detecting Hyperpartisanship and Rhetorical Bias in Climate Journalism: A Sentence-Level Italian Dataset ACL 2025
MDIT-Bench: Evaluating the Dual-Implicit Toxicity in Large Multimodal Models ACL 2025
“The dentist is an involved parent, the bartender is not”: Revealing Implicit Biases in QA with Implicit BBQ IJCNLP 2025
SAGED: A Holistic Bias-Benchmarking Pipeline for Language Models with Customisable Fairness Calibration COLING 2025
The Invisible Hand: Unveiling Provider Bias in Large Language Models for Code Generation ACL 2025
Fine-Tuned LLMs are “Time Capsules” for Tracking Societal Bias Through Books NAACL 2025
Can You Trick the Grader? Adversarial Persuasion of LLM Judges EMNLP 2025
Assessing Dialect Fairness and Robustness of Large Language Models in Reasoning Tasks ACL 2025
When Neutral Summaries Are Not That Neutral: Quantifying Political Neutrality in LLM-Generated News Summaries (Student Abstract) AAAI 2025
Are you sure? Measuring models bias in content moderation through uncertainty EMNLP 2025
T2ISafety: Benchmark for Assessing Fairness, Toxicity, and Privacy in Image Generation CVPR 2025
HEARTS: A Holistic Framework for Explainable, Sustainable and Robust Text Stereotype Detection IJCNLP 2025
Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models ACL 2025
Large Language Models as Reader for Bias Detection EMNLP 2025
Neutral Is Not Unbiased: Evaluating Implicit and Intersectional Identity Bias in LLMs Through Structured Narrative Scenarios EMNLP 2025
Social Bias in Large Language Models For Bangla: An Empirical Study on Gender and Religious Bias COLING 2025
An Ethical Dataset from Real-World Interactions Between Users and Large Language Models IJCAI 2025
The Lawyer That Never Thinks: Consistency and Fairness as Keys to Reliable AI ACL 2025
EtiCor++: Towards Understanding Etiquettical Bias in LLMs ACL 2025
Towards Inclusive Arabic LLMs: A Culturally Aligned Benchmark in Arabic Large Language Model Evaluation COLING 2025
Investigating Bias in LLM-Based Bias Detection: Disparities between LLMs and Human Perception COLING 2025