Responsible AI

Do language models practice what they preach? Examining language ideologies about gendered language reform encoded in LLMs COLING 2025 Do LLMs Align Human Values Regarding Social Biases? Judging and Explaining Social Biases with LLMs EMNLP 2025 Do LVLMs Know What They Know? A Systematic Study of Knowledge Boundary Perception in LVLMs EMNLP 2025 Don’t Erase, Inform! Detecting and Contextualizing Harmful Language in Cultural Heritage Collections ACL 2025 Double Entendre: Robust Audio-Based AI-Generated Lyrics Detection via Multi-View Fusion ACL 2025 DP-GTR: Differentially Private Prompt Protection via Group Text Rewriting EMNLP 2025 DREAM: Disentangling Risks to Enhance Safety Alignment in Multimodal Large Language Models NAACL 2025 DuMo: Dual Encoder Modulation Network for Precise Concept Erasure AAAI 2025 Echoes of Agreement: Argument Driven Sycophancy in Large Language models EMNLP 2025 EcoSafeRAG: Efficient Security through Context Analysis in Retrieval-Augmented Generation EMNLP 2025 ELAB: Extensive LLM Alignment Benchmark in Persian Language ACL 2025 ELBA-Bench: An Efficient Learning Backdoor Attacks Benchmark for Large Language Models ACL 2025 Elucidating Mechanisms of Demographic Bias in LLMs for Healthcare EMNLP 2025 EMBRACE: Shaping Inclusive Opinion Representation by Aligning Implicit Conversations with Social Norms IJCNLP 2025 Emergent Misalignment: Narrow finetuning can produce broadly misaligned LLMs ICML 2025 EMNLP: Educator-role Moral and Normative Large Language Models Profiling EMNLP 2025 Enhancing LLM Text Detection with Retrieved Contexts and Logits Distribution Consistency EMNLP 2025 Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization ACL 2025 ENSUR: Equitable and Statistically Unbiased Recommendation ICML 2025 Equal Merit Does Not Imply Equality: Discrimination at Equilibrium in a Hiring Market with Symmetric Agents AAAI 2025 Establishing Trustworthy LLM Evaluation via Shortcut Neuron Analysis ACL 2025 Ethical Concern Identification in NLP: A Corpus of ACL Anthology Ethics Statements NAACL 2025 EuroGEST: Investigating gender stereotypes in multilingual language models EMNLP 2025 Evaluating and Mitigating Linguistic Discrimination in Large Language Models: Perspectives on Safety Equity and Knowledge Equity IJCAI 2025 Evaluating Bias in LLMs for Job-Resume Matching: Gender, Race, and Education NAACL 2025