Large Language Models

“What do you call a dog that is incontrovertibly true? Dogma”: Testing LLM Generalization through Humor ACL 2025 What Happened in LLMs Layers when Trained for Fast vs. Slow Thinking: A Gradient Perspective ACL 2025 What if Othello-Playing Language Models Could See? EMNLP 2025 What If We Recaption Billions of Web Images with LLaMA-3? ICML 2025 What Is a Good Question? Assessing Question Quality via Meta-Fact Checking AAAI 2025 What is an “Abstract Reasoner”? Revisiting Experiments and Arguments about Large Language Models CoNLL 2025 What Language Do Non-English-Centric Large Language Models Think in? ACL 2025 What Limits Virtual Agent Application? OmniBench: A Scalable Multi-Dimensional Benchmark for Essential Virtual Agent Capabilities ICML 2025 What Makes a Good Natural Language Prompt? ACL 2025 What Makes a Good Reasoning Chain? Uncovering Structural Patterns in Long Chain-of-Thought Reasoning EMNLP 2025 What Makes Cryptic Crosswords Challenging for LLMs? COLING 2025 What Makes In-context Learning Effective for Mathematical Reasoning ICML 2025 What’s in a prompt? Language models encode literary style in prompt embeddings EMNLP 2025 “What’s Up, Doc?”: Analyzing How Users Seek Health Information in Large-Scale Conversational AI Datasets EMNLP 2025 What to Predict? Exploring How Sentence Structure Influences Contrast Predictions in Humans and Large Language Models NAACL 2025 What Would You Ask When You First Saw a2+b2=c2? Evaluating LLM on Curiosity-Driven Question Generation IJCNLP 2025 When and How to Augment Your Input: Question Routing Helps Balance the Accuracy and Efficiency of Large Language Models NAACL 2025 When Bad Data Leads to Good Models ICML 2025 When can in-context learning generalize out of task distribution? ICML 2025 When Can Proxies Improve the Sample Complexity of Preference Learning? ICML 2025 When Detection Fails: The Power of Fine-Tuned Models to Generate Human-Like Social Media Text ACL 2025 When Do LLMs Help With Node Classification? A Comprehensive Analysis ICML 2025 When Harry Meets Superman: The Role of The Interlocutor in Persona-Based Dialogue Generation ACL 2025 When Instructions Multiply: Measuring and Estimating LLM Capabilities of Multiple Instructions Following EMNLP 2025 When Life Gives You Samples: The Benefits of Scaling up Inference Compute for Multilingual LLMs EMNLP 2025