bias detection

Understanding Microtargeting Pattern on Social Media AAAI 2025 Value Portrait: Assessing Language Models’ Values through Psychometrically and Ecologically Valid Items ACL 2025 VeriMinder: Mitigating Analytical Vulnerabilities in NL2SQL ACL 2025 Watching the Watchers: Exposing Gender Disparities in Machine Translation Quality Estimation ACL 2025 What is Behind Homelessness Bias? Using LLMs and NLP to Mitigate Homelessness by Acting on Social Stigma IJCAI 2025 When Neutral Summaries Are Not That Neutral: Quantifying Political Neutrality in LLM-Generated News Summaries (Student Abstract) AAAI 2025 Who Holds the Pen? Caricature and Perspective in LLM Retellings of History EMNLP 2025 Who Writes What: Unveiling the Impact of Author Roles on AI-generated Text Detection ACL 2025 AAVENUE: Detecting LLM Biases on NLU Tasks in AAVE via a Novel Benchmark EMNLP 2024 Addressing Healthcare-related Racial and LGBTQ+ Biases in Pretrained Language Models NAACL 2024 Adventures of Trustworthy Vision-Language Models: A Survey AAAI 2024 Are Text Classifiers Xenophobic? A Country-Oriented Bias Detection Method with Least Confounding Variables COLING 2024 A Study of Nationality Bias in Names and Perplexity using Off-the-Shelf Affect-related Tweet Classifiers EMNLP 2024 A Trip Towards Fairness: Bias and De-Biasing in Large Language Models NAACL 2024 A Unified Framework and Dataset for Assessing Societal Bias in Vision-Language Models EMNLP 2024 Beyond Perplexity: Multi-dimensional Safety Evaluation of LLM Compression EMNLP 2024 Bias and Diversity in Synthetic-Based Face Recognition WACV 2024 Bias Detection via Signaling NeurIPS 2024 BiasGanda at FIGNEWS 2024 Shared Task: A Quest to Uncover Biased Views in News Coverage ACL 2024 Born Differently Makes a Difference: Counterfactual Study of Bias in Biography Generation from a Data-to-Text Perspective ACL 2024 BSC-LANGTECH at FIGNEWS 2024 Shared Task: Exploring Semi-Automatic Bias Annotation using Frame Analysis ACL 2024 Can AI Relate: Testing Large Language Model Response for Mental Health Support EMNLP 2024 Can LLMs Replace Clinical Doctors? Exploring Bias in Disease Diagnosis by Large Language Models EMNLP 2024 CAVA: A Tool for Cultural Alignment Visualization & Analysis EMNLP 2024 CBBQ: A Chinese Bias Benchmark Dataset Curated with Human-AI Collaboration for Large Language Models COLING 2024