large language model

Aligning Large Language Models to Follow Instructions and Hallucinate Less via Effective Data Filtering ACL 2025 Aligning Large Language Models with Human Opinions through Persona Selection and Value–Belief–Norm Reasoning COLING 2025 Aligning Large Language Models with Implicit Preferences from User-Generated Content ACL 2025 Aligning LLMs for Multilingual Consistency in Enterprise Applications EMNLP 2025 Aligning LLMs with Individual Preferences via Interaction COLING 2025 Aligning to What? Limits to RLHF Based Alignment NAACL 2025 Aligning with Logic: Measuring, Evaluating and Improving Logical Preference Consistency in Large Language Models ICML 2025 Alignment Drift in CEFR-prompted LLMs for Interactive Spanish Tutoring ACL 2025 Alignment for Efficient Tool Calling of Large Language Models EMNLP 2025 Alignment with Fill-In-the-Middle for Enhancing Code Generation EMNLP 2025 A Likelihood Based Approach for Watermark Detection AISTATS 2025 ALinFiK: Learning to Approximate Linearized Future Influence Kernel for Scalable Third-Party LLM Data Valuation NAACL 2025 ALIS: Aligned LLM Instruction Security Strategy for Unsafe Input Prompt COLING 2025 ALLabel: Three-stage Active Learning for LLM-based Entity Recognition using Demonstration Retrieval EMNLP 2025 ALLaM: Large Language Models for Arabic and English ICLR 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 Alleviating Hallucinations of Large Language Models through Induced Hallucinations NAACL 2025 All for One: LLMs Solve Mental Math at the Last Token With Information Transferred From Other Tokens EMNLP 2025 All Roads Lead to Rome: Graph-Based Confidence Estimation for Large Language Model Reasoning EMNLP 2025 All That Glitters is Not Gold: Improving Robust Retrieval-Augmented Language Models with Fact-Centric Preference Alignment ACL 2025 All That Glitters is Not Novel: Plagiarism in AI Generated Research ACL 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 A Low-Shot Prompting Approach to Lemmatization in the EvaCun 2025 Shared Task NAACL 2025 ALPACA AGAINST VICUNA: Using LLMs to Uncover Memorization of LLMs NAACL 2025