Large Language Models

The Diffusion Duality ICML 2025 The discordance between embedded ethics and cultural inference in large language models EMNLP 2025 The Elicitation Game: Evaluating Capability Elicitation Techniques ICML 2025 The Emotional Spectrum of LLMs: Leveraging Empathy and Emotion-Based Markers for Mental Health Support NAACL 2025 The Emperor’s New Clothes in Benchmarking? A Rigorous Examination of Mitigation Strategies for LLM Benchmark Data Contamination ICML 2025 The Emperor’s New Reasoning: Format Imitation Overshadows Genuine Mathematical Understanding in SFT EMNLP 2025 The Energy Loss Phenomenon in RLHF: A New Perspective on Mitigating Reward Hacking ICML 2025 “The Facts Speak for Themselves”: GPT and Fallacy Classification ACL 2025 The Fellowship of the LLMs: Multi-Model Workflows for Synthetic Preference Optimization Dataset Generation ACL 2025 The First Workshop on Multilingual Counterspeech Generation at COLING 2025: Overview of the Shared Task COLING 2025 The Geometry of Creative Variability: How Credal Sets Expose Calibration Gaps in Language Models EMNLP 2025 The Geometry of Queries: Query-Based Innovations in Retrieval-Augmented Generation for Healthcare QA MLHC 2025 The Geometry of Refusal in Large Language Models: Concept Cones and Representational Independence ICML 2025 The Good, the Bad, and the Debatable: A Survey on the Impacts of Data for In-Context Learning EMNLP 2025 The Hallucination Tax of Reinforcement Finetuning EMNLP 2025 The Hidden Dimensions of LLM Alignment: A Multi-Dimensional Analysis of Orthogonal Safety Directions ICML 2025 The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models Via Visual Information Steering ICML 2025 The Illusion of Progress: Re-evaluating Hallucination Detection in LLMs EMNLP 2025 The Illusion of Role Separation: Hidden Shortcuts in LLM Role Learning (and How to Fix Them) ICML 2025 The Impact of Image Resolution on Biomedical Multimodal Large Language Models MLHC 2025 The Impact of Inference Acceleration on Bias of LLMs NAACL 2025 The Impact of Language Mixing on Bilingual LLM Reasoning EMNLP 2025 The Impact of Negated Text on Hallucination with Large Language Models EMNLP 2025 The Impact of Visual Information in Chinese Characters: Evaluating Large Models’ Ability to Recognize and Utilize Radicals NAACL 2025 The Invisible Hand: Unveiling Provider Bias in Large Language Models for Code Generation ACL 2025