Large Language Models

Aligning Large Language Models for Faithful Integrity Against Opposing Argument AAAI 2025 Aligning Large Language Models to Follow Instructions and Hallucinate Less via Effective Data Filtering ACL 2025 Aligning Large Language Models with Implicit Preferences from User-Generated Content ACL 2025 Aligning LLMs by Predicting Preferences from User Writing Samples ICML 2025 Aligning to Constraints for Data-Efficient Language Model Customization NAACL 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-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification EMNLP 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 Align-Pro: A Principled Approach to Prompt Optimization for LLM Alignment AAAI 2025 AlignX: Advancing Multilingual Large Language Models with Multilingual Representation Alignment EMNLP 2025 ALiiCE: Evaluating Positional Fine-grained Citation Generation NAACL 2025 A Likelihood Based Approach for Watermark Detection AISTATS 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 Languages Matter: Evaluating LMMs on Culturally Diverse 100 Languages CVPR 2025 All or None: Identifiable Linear Properties of Next-Token Predictors in Language Modeling AISTATS 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 AlphaDPO: Adaptive Reward Margin for Direct Preference Optimization ICML 2025 Alpha-GPT: Human-AI Interactive Alpha Mining for Quantitative Investment EMNLP 2025