bias evaluation

F²Bench: An Open-ended Fairness Evaluation Benchmark for LLMs with Factuality Considerations EMNLP 2025 FairMT-Bench: Benchmarking Fairness for Multi-turn Dialogue in Conversational LLMs ICLR 2025 Filipino Benchmarks for Measuring Sexist and Homophobic Bias in Multilingual Language Models from Southeast Asia COLING 2025 First-Person Fairness in Chatbots ICLR 2025 Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models ACL 2025 Gender Representation Bias Analysis in LLM-Generated Czech and Slovenian Texts ACL 2025 Hear Me Out: Interactive evaluation and bias discovery platform for speech-to-speech conversational AI Interspeech 2025 Hire Me or Not? Examining Language Model’s Behavior with Occupation Attributes COLING 2025 Intersectional Bias in Japanese Large Language Models from a Contextualized Perspective ACL 2025 Investigating Gender Bias in Text-to-Audio Generation Models Interspeech 2025 Large Language Models Discriminate Against Speakers of German Dialects EMNLP 2025 Leveraging In-Context Learning for Political Bias Testing of LLMs ACL 2025 LLMs are Biased Evaluators But Not Biased for Fact-Centric Retrieval Augmented Generation ACL 2025 LLMs are Biased Teachers: Evaluating LLM Bias in Personalized Education NAACL 2025 McBE: A Multi-task Chinese Bias Evaluation Benchmark for Large Language Models ACL 2025 Measuring Social Biases in Masked Language Models by Proxy of Prediction Quality ACL 2025 MEDEQUALQA: Evaluating Biases in LLMs with Counterfactual Reasoning AACL 2025 Missing the Margins: A Systematic Literature Review on the Demographic Representativeness of LLMs ACL 2025 Name of Thrones: How Do LLMs Rank Student Names in Status Hierarchies Based on Race and Gender? ACL 2025 PapersPlease: A Benchmark for Evaluating Motivational Values of Large Language Models Based on ERG Theory ACL 2025 Preserving Cultural Identity with Context-Aware Translation Through Multi-Agent AI Systems NAACL 2025 Rethinking Prompt-based Debiasing in Large Language Model ACL 2025 RusCode: Russian Cultural Code Benchmark for Text-to-Image Generation NAACL 2025 SHADES: Towards a Multilingual Assessment of Stereotypes in Large Language Models NAACL 2025 Social Bias Benchmark for Generation: A Comparison of Generation and QA-Based Evaluations ACL 2025