Large Language Models

The Law of Knowledge Overshadowing: Towards Understanding, Predicting and Preventing LLM Hallucination ACL 2025 The Law of Knowledge Overshadowing: Towards Understanding, Predicting, and Preventing LLM Hallucination ACL 2025 The Lessons of Developing Process Reward Models in Mathematical Reasoning ACL 2025 The Lies Characters Tell: Utilizing Large Language Models to Normalize Adversarial Unicode Perturbations ACL 2025 The Linguistic Connectivities Within Large Language Models ACL 2025 The LLM Already Knows: Estimating LLM-Perceived Question Difficulty via Hidden Representations EMNLP 2025 The Lookahead Limitation: Why Multi-Operand Addition is Hard for LLMs EMNLP 2025 Theme-Explanation Structure for Table Summarization using Large Language Models: A Case Study on Korean Tabular Data ACL 2025 The Nakba Lexicon: Building a Comprehensive Dataset from Palestinian Literature COLING 2025 TheoremExplainAgent: Towards Video-based Multimodal Explanations for LLM Theorem Understanding ACL 2025 Theorem-of-Thought: A Multi-Agent Framework for Abductive, Deductive, and Inductive Reasoning in Language Models ACL 2025 Theoretical Insights into Fine-Tuning Attention Mechanism: Generalization and Optimization IJCAI 2025 Theory of Mind in Large Language Models: Assessment and Enhancement ACL 2025 The Promises and Pitfalls of LLM Annotations in Dataset Labeling: a Case Study on Media Bias Detection NAACL 2025 The Prompt Makes the Person(a): A Systematic Evaluation of Sociodemographic Persona Prompting for Large Language Models EMNLP 2025 The Pursuit of Empathy: Evaluating Small Language Models for PTSD Dialogue Support EMNLP 2025 The Reasoning-Memorization Interplay in Language Models Is Mediated by a Single Direction ACL 2025 There’s No Such Thing as Simple Reasoning for LLMs ACL 2025 The Rise and Down of Babel Tower: Investigating the Evolution Process of Multilingual Code Large Language Model ICLR 2025 The Role of Deductive and Inductive Reasoning in Large Language Models ACL 2025 The Role of Sparsity for Length Generalization in LLMs ICML 2025 The Same but Different: Structural Similarities and Differences in Multilingual Language Modeling ICLR 2025 The Search for Conflicts of Interest: Open Information Extraction in Scientific Publications EMNLP 2025 The Self-Improvement Paradox: Can Language Models Bootstrap Reasoning Capabilities without External Scaffolding? ACL 2025 The ShareLM Collection and Plugin: Contributing Human-Model Chats for the Benefit of the Community ACL 2025