Large Language Models

When is Tree Search Useful for LLM Planning? It Depends on the Discriminator ACL 2024 When Linear Attention Meets Autoregressive Decoding: Towards More Effective and Efficient Linearized Large Language Models ICML 2024 When LLM Meets DRL: Advancing Jailbreaking Efficiency via DRL-guided Search NeurIPS 2024 When Parts Are Greater Than Sums: Individual LLM Components Can Outperform Full Models EMNLP 2024 When Phrases Meet Probabilities: Enabling Open Relation Extraction with Cooperating Large Language Models ACL 2024 When Raw Data Prevails: Are Large Language Model Embeddings Effective in Numerical Data Representation for Medical Machine Learning Applications? EMNLP 2024 When Reasoning Meets Information Aggregation: A Case Study with Sports Narratives EMNLP 2024 When to Trust LLMs: Aligning Confidence with Response Quality ACL 2024 Where Am I From? Identifying Origin of LLM-generated Content EMNLP 2024 Where am I? Large Language Models Wandering between Semantics and Structures in Long Contexts EMNLP 2024 Where does In-context Learning Happen in Large Language Models? NeurIPS 2024 Where is the signal in tokenization space? EMNLP 2024 Which Programming Language and What Features at Pre-training Stage Affect Downstream Logical Inference Performance? EMNLP 2024 Whispering Experts: Neural Interventions for Toxicity Mitigation in Language Models ICML 2024 Whispers that Shake Foundations: Analyzing and Mitigating False Premise Hallucinations in Large Language Models EMNLP 2024 Whiteboard-of-Thought: Thinking Step-by-Step Across Modalities EMNLP 2024 WhodunitBench: Evaluating Large Multimodal Agents via Murder Mystery Games NeurIPS 2024 Who Knows the Answer? Finding the Best Model and Prompt for Each Query Using Confidence-Based Search AAAI 2024 Whose Emotions and Moral Sentiments do Language Models Reflect? ACL 2024 Who’s Who: Large Language Models Meet Knowledge Conflicts in Practice EMNLP 2024 Why academia should cut back general enthusiasm about CAs EACL 2024 Why are Visually-Grounded Language Models Bad at Image Classification? NeurIPS 2024 Why Does New Knowledge Create Messy Ripple Effects in LLMs? EMNLP 2024 Why Larger Language Models Do In-context Learning Differently? ICML 2024 Will LLMs Sink or Swim? Exploring Decision-Making Under Pressure EMNLP 2024