Large Language Models

Learning Reward for Robot Skills Using Large Language Models via Self-Alignment ICML 2024 Learning to Ask Denotative and Connotative Questions for Knowledge-based VQA EMNLP 2024 Learning to Correct for QA Reasoning with Black-box LLMs EMNLP 2024 Learning to Decode Collaboratively with Multiple Language Models ACL 2024 Learning to Discuss Strategically: A Case Study on One Night Ultimate Werewolf NeurIPS 2024 Learning to Extract Structured Entities Using Language Models EMNLP 2024 Learning to grok: Emergence of in-context learning and skill composition in modular arithmetic tasks NeurIPS 2024 Learning to Localize Actions in Instructional Videos with LLM-Based Multi-Pathway Text-Video Alignment ECCV 2024 Learning to Localize Objects Improves Spatial Reasoning in Visual-LLMs CVPR 2024 Learning to Paraphrase for Alignment with LLM Preference EMNLP 2024 Learning to Plan by Updating Natural Language EMNLP 2024 Learning to Plan for Retrieval-Augmented Large Language Models from Knowledge Graphs EMNLP 2024 Learning to Play Atari in a World of Tokens ICML 2024 Learning to Refine with Fine-Grained Natural Language Feedback EMNLP 2024 Learning to Route Among Specialized Experts for Zero-Shot Generalization ICML 2024 Learning to Trust Your Feelings: Leveraging Self-awareness in LLMs for Hallucination Mitigation ACL 2024 Learn to Refuse: Making Large Language Models More Controllable and Reliable through Knowledge Scope Limitation and Refusal Mechanism EMNLP 2024 Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA EMNLP 2024 LeDex: Training LLMs to Better Self-Debug and Explain Code NeurIPS 2024 Leftover Lunch: Advantage-based Offline Reinforcement Learning for Language Models ICLR 2024 LEIA: Facilitating Cross-lingual Knowledge Transfer in Language Models with Entity-based Data Augmentation ACL 2024 LESS: Selecting Influential Data for Targeted Instruction Tuning ICML 2024 Let Me Speak Freely? A Study On The Impact Of Format Restrictions On Large Language Model Performance. EMNLP 2024 Let Me Teach You: Pedagogical Foundations of Feedback for Language Models EMNLP 2024 Let's Think Outside the Box: Exploring Leap-of-Thought in Large Language Models with Creative Humor Generation CVPR 2024