Responsible AI

Mind Your Theory: Theory of Mind Goes Deeper Than Reasoning ACL 2025 MisinfoBench: A Multi-Dimensional Benchmark for Evaluating LLMs’ Resilience to Misinformation EMNLP 2025 Missing the Margins: A Systematic Literature Review on the Demographic Representativeness of LLMs ACL 2025 Mitigating Biases in Language Models via Bias Unlearning EMNLP 2025 Mitigating Bias in Machine Learning: A Comprehensive Review and Novel Approaches AAAI 2025 Mitigating Hallucinated Translations in Large Language Models with Hallucination-focused Preference Optimization NAACL 2025 Mitigating Hallucinations in Large Vision-Language Models via Entity-Centric Multimodal Preference Optimization EMNLP 2025 MMDT: Decoding the Trustworthiness and Safety of Multimodal Foundation Models ICLR 2025 MMFakeBench: A Mixed-Source Multimodal Misinformation Detection Benchmark for LVLMs ICLR 2025 MMJ-Bench: A Comprehensive Study on Jailbreak Attacks and Defenses for Vision Language Models AAAI 2025 Modality-Fair Preference Optimization for Trustworthy MLLM Alignment IJCAI 2025 Model Editing as a Robust and Denoised variant of DPO: A Case Study on Toxicity ICLR 2025 Modeling Motivated Reasoning in Law: Evaluating Strategic Role Conditioning in LLM Summarization EMNLP 2025 Moderating the Generalization of Score-based Generative Model ICCV 2025 MolErr2Fix: Benchmarking LLM Trustworthiness in Chemistry via Modular Error Detection, Localization, Explanation, and Correction EMNLP 2025 MoMoE: Mixture of Moderation Experts Framework for AI-Assisted Online Governance EMNLP 2025 Monet: Mixture of Monosemantic Experts for Transformers ICLR 2025 Moral Compass: A Data-Driven Benchmark for Ethical Cognition in AI IJCAI 2025 MOSAIC: Multiple Observers Spotting AI Content ACL 2025 MPF: Aligning and Debiasing Language Models post Deployment via Multi-Perspective Fusion IJCNLP 2025 MPO: Multilingual Safety Alignment via Reward Gap Optimization ACL 2025 MPTA: MultiTask Personalization Assessment EMNLP 2025 Multilingual Blending: Large Language Model Safety Alignment Evaluation with Language Mixture NAACL 2025 Multilingual Large Language Models Leak Human Stereotypes across Language Boundaries ACL 2025 Multilingual NLP for African Healthcare: Bias, Translation, and Explainability Challenges ACL 2025