Large Language Models

Uncertainty Quantification for Large Language Models ACL 2025 Uncertainty Quantification for LLM-Based Survey Simulations ICML 2025 UNCLE: Benchmarking Uncertainty Expressions in Long-Form Generation EMNLP 2025 Unconditional Truthfulness: Learning Unconditional Uncertainty of Large Language Models EMNLP 2025 Uncovering Latent Arguments in Social Media Messaging by Employing LLMs-in-the-Loop Strategy NAACL 2025 Uncovering the Impact of Chain-of-Thought Reasoning for Direct Preference Optimization: Lessons from Text-to-SQL ACL 2025 Underestimated Privacy Risks for Minority Populations in Large Language Model Unlearning ICML 2025 Understanding and Controlling Repetition Neurons and Induction Heads in In-Context Learning IJCNLP 2025 Understanding and Enhancing the Transferability of Jailbreaking Attacks ICLR 2025 Understanding and Leveraging the Expert Specialization of Context Faithfulness in Mixture-of-Experts LLMs EMNLP 2025 Understanding and Mitigating Overrefusal in LLMs from an Unveiling Perspective of Safety Decision Boundary EMNLP 2025 Understanding Annotator Perception: Modeling Psychological Inference from First- and Third-Person Annotations (Student Abstract) AAAI 2025 Understanding Chain-of-Thought in LLMs through Information Theory ICML 2025 Understanding Expert Structures on Minimax Parameter Estimation in Contaminated Mixture of Experts AISTATS 2025 Understanding LLMs’ Cross-Lingual Context Retrieval: How Good It Is And Where It Comes From EMNLP 2025 Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach ICML 2025 Understanding PII Leakage in Large Language Models: A Systematic Survey IJCAI 2025 Understanding Silent Data Corruption in LLM Training ACL 2025 Understanding Subword Compositionality of Large Language Models EMNLP 2025 Understanding the Dark Side of LLMs’ Intrinsic Self-Correction ACL 2025 Understanding the Generalization of In-Context Learning in Transformers: An Empirical Study ICLR 2025 Understanding the Impact of Confidence in Retrieval Augmented Generation: A Case Study in the Medical Domain ACL 2025 Understanding the Information Propagation Effects of Communication Topologies in LLM-based Multi-Agent Systems EMNLP 2025 Understanding the Language Model to Solve the Symbolic Multi-Step Reasoning Problem from the Perspective of Buffer Mechanism EMNLP 2025 Understanding the Logic of Direct Preference Alignment through Logic ICML 2025