Responsible AI

FactReasoner: A Probabilistic Approach to Long-Form Factuality Assessment for Large Language Models EMNLP 2025 FactTest: Factuality Testing in Large Language Models with Finite-Sample and Distribution-Free Guarantees ICML 2025 FADE: Why Bad Descriptions Happen to Good Features ACL 2025 Fair Domain Generalization with Heterogeneous Sensitive Attributes Across Domains WACV 2025 FairI Tales: Evaluation of Fairness in Indian Contexts with a Focus on Bias and Stereotypes ACL 2025 Fairness on Principal Stratum: A New Perspective on Counterfactual Fairness ICML 2025 Fairness Shields: Safeguarding against Biased Decision Makers AAAI 2025 Fairness through Difference Awareness: Measuring Desired Group Discrimination in LLMs ACL 2025 Fair Play in the Newsroom: Actor-Based Filtering Gender Discrimination in Text Corpora AACL 2025 FaiST: A Benchmark Dataset for Fairness in Speech Technology Interspeech 2025 Ferret: Faster and Effective Automated Red Teaming with Reward-Based Scoring Technique EMNLP 2025 Fine-Grained Erasure in Text-to-Image Diffusion-based Foundation Models CVPR 2025 Fine-Tuned LLMs are “Time Capsules” for Tracking Societal Bias Through Books NAACL 2025 Fine-tuning Large Language Models for Improving Factuality in Legal Question Answering COLING 2025 Fine-tuning LLMs with Cross-Attention-based Weight Decay for Bias Mitigation EMNLP 2025 Fine-Tuning Lowers Safety and Disrupts Evaluation Consistency ACL 2025 FinGrAct: A Framework for FINe-GRrained Evaluation of ACTionability in Explainable Automatic Fact-Checking EMNLP 2025 FinTrust: A Comprehensive Benchmark of Trustworthiness Evaluation in Finance Domain EMNLP 2025 FiRC-NLP at SemEval-2025 Task 3: Exploring Prompting Approaches for Detecting Hallucinations in LLMs SemEval 2025 Firm or Fickle? Evaluating Large Language Models Consistency in Sequential Interactions ACL 2025 Focus On This, Not That! Steering LLMs with Adaptive Feature Specification ICML 2025 Fostering Digital Inclusion for Low-Resource Nigerian Languages: A Case Study of Igbo and Nigerian Pidgin NAACL 2025 Fostering Epistemic Insights into AI Ethics through a Constructionist Pedagogy: An Interdisciplinary Approach to AI Literacy AAAI 2025 From Complexity to Clarity: AI/NLP’s Role in Regulatory Compliance ACL 2025 From Distributional to Overton Pluralism: Investigating Large Language Model Alignment NAACL 2025