Responsible AI

Aligning LLMs by Predicting Preferences from User Writing Samples ICML 2025 Alignment for Efficient Tool Calling of Large Language Models EMNLP 2025 Alleviating Hallucinations from Knowledge Misalignment in Large Language Models via Selective Abstention Learning ACL 2025 Alleviating Hallucinations in Large Language Models via Truthfulness-driven Rank-adaptive LoRA ACL 2025 All That Glitters is Not Novel: Plagiarism in AI Generated Research ACL 2025 “All that Glitters”: Techniques for Evaluations with Unreliable Model and Human Annotations NAACL 2025 All You Need Is S P A C E: When Jailbreaking Meets Bias Audit and Reveals What Lies Beneath the Guardrails (Student Abstract) AAAI 2025 ALPACA AGAINST VICUNA: Using LLMs to Uncover Memorization of LLMs NAACL 2025 A Multilingual, Culture-First Approach to Addressing Misgendering in LLM Applications EMNLP 2025 Anak Baik: A Low-Cost Approach to Curate Indonesian Ethical and Unethical Instructions COLING 2025 Analyzing Dialectical Biases in LLMs for Knowledge and Reasoning Benchmarks EMNLP 2025 Analyzing Political Bias in LLMs via Target-Oriented Sentiment Classification ACL 2025 Analyzing the Evolution of Scientific Misconduct Based on the Language of Retracted Papers ACL 2025 Analyzing values about gendered language reform in LLMs’ revisions EMNLP 2025 An Analysis of Large Language Models for Simulating User Responses in Surveys IJCNLP 2025 Anecdoctoring: Automated Red-Teaming Across Language and Place EMNLP 2025 A Necessary Step toward Faithfulness: Measuring and Improving Consistency in Free-Text Explanations EMNLP 2025 An Empirical Study of LLM-as-a-Judge for LLM Evaluation: Fine-tuned Judge Model is not a General Substitute for GPT-4 ACL 2025 An Ethical Dataset from Real-World Interactions Between Users and Large Language Models IJCAI 2025 Annotation-Efficient Language Model Alignment via Diverse and Representative Response Texts EMNLP 2025 Answer When Needed, Forget When Not: Language Models Pretend to Forget via In-Context Knowledge Unlearning ACL 2025 Antidote: Post-fine-tuning Safety Alignment for Large Language Models against Harmful Fine-tuning Attack ICML 2025 AntiLeakBench: Preventing Data Contamination by Automatically Constructing Benchmarks with Updated Real-World Knowledge ACL 2025 A Practical Analysis of Human Alignment with *PO NAACL 2025 A Probabilistic Perspective on Unlearning and Alignment for Large Language Models ICLR 2025