bias detection

Intrinsic Linguistic Bias in Formal vs. Informal Bengali Pragmatics with Progressive Context Inflation IJCNLP 2025 Inverse Constitutional AI: Compressing Preferences into Principles ICLR 2025 Investigating Bias in LLM-Based Bias Detection: Disparities between LLMs and Human Perception COLING 2025 JBBQ: Japanese Bias Benchmark for Analyzing Social Biases in Large Language Models ACL 2025 Job Unfair: An Investigation of Gender and Occupational Bias in Free-Form Text Completions by LLMs EMNLP 2025 Korean Stereotype Content Model: Translating Stereotypes Across Cultures NAACL 2025 LADDER: Language-Driven Slice Discovery and Error Rectification in Vision Classifiers ACL 2025 Large Language Models as Reader for Bias Detection EMNLP 2025 Large Language Models Still Exhibit Bias in Long Text ACL 2025 Leveraging Large Language Models to Measure Gender Representation Bias in Gendered Language Corpora ACL 2025 LLM-based Adversarial Dataset Augmentation for Automatic Media Bias Detection NAACL 2025 LLM Bias Detection and Mitigation through the Lens of Desired Distributions EMNLP 2025 Masculine Defaults via Gendered Discourse in Podcasts and Large Language Models ACL 2025 MDIT-Bench: Evaluating the Dual-Implicit Toxicity in Large Multimodal Models ACL 2025 Measuring and Mitigating Homelessness Bias: Leveraging AI for Social Impact IJCAI 2025 Mixed Signals: Decoding VLMs’ Reasoning and Underlying Bias in Vision-Language Conflict EMNLP 2025 Multilingual NLP for African Healthcare: Bias, Translation, and Explainability Challenges ACL 2025 Name of Thrones: How Do LLMs Rank Student Names in Status Hierarchies Based on Race and Gender? ACL 2025 Neutral Is Not Unbiased: Evaluating Implicit and Intersectional Identity Bias in LLMs Through Structured Narrative Scenarios EMNLP 2025 PakBBQ: A Culturally Adapted Bias Benchmark for QA EMNLP 2025 PolBiX: Detecting LLMs’ Political Bias in Fact-Checking through X-phemisms EMNLP 2025 Political Bias Prediction Models Focus on Source Cues, Not Semantics AAAI 2025 Polyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation ICLR 2025 Probing Gender Bias in Multilingual LLMs: A Case Study of Stereotypes in Persian EMNLP 2025 Profiling News Media for Factuality and Bias Using LLMs and the Fact-Checking Methodology of Human Experts ACL 2025