Large Language Models

ODA: Observation-Driven Agent for integrating LLMs and Knowledge Graphs ACL 2024 ODIN: Disentangled Reward Mitigates Hacking in RLHF ICML 2024 Offline Training of Language Model Agents with Functions as Learnable Weights ICML 2024 OLMo: Accelerating the Science of Language Models ACL 2024 OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems ACL 2024 OmAgent: A Multi-modal Agent Framework for Complex Video Understanding with Task Divide-and-Conquer EMNLP 2024 OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and Understanding NeurIPS 2024 Once Read is Enough: Domain-specific Pretraining-free Language Models with Cluster-guided Sparse Experts for Long-tail Domain Knowledge NeurIPS 2024 On Context Utilization in Summarization with Large Language Models ACL 2024 On Diversified Preferences of Large Language Model Alignment EMNLP 2024 One2Set + Large Language Model: Best Partners for Keyphrase Generation EMNLP 2024 One-Layer Transformer Provably Learns One-Nearest Neighbor In Context NeurIPS 2024 OneLLM: One Framework to Align All Modalities with Language CVPR 2024 One Model is All You Need: ByT5-Sanskrit, a Unified Model for Sanskrit NLP Tasks EMNLP 2024 OneNet: A Fine-Tuning Free Framework for Few-Shot Entity Linking via Large Language Model Prompting EMNLP 2024 One Prompt is not Enough: Automated Construction of a Mixture-of-Expert Prompts ICML 2024 One-Shot Safety Alignment for Large Language Models via Optimal Dualization NeurIPS 2024 One Size Fits All for Semantic Shifts: Adaptive Prompt Tuning for Continual Learning ICML 2024 On Improving Repository-Level Code QA for Large Language Models ACL 2024 Online Cascade Learning for Efficient Inference over Streams ICML 2024 Online Iterative Reinforcement Learning from Human Feedback with General Preference Model NeurIPS 2024 Online Speculative Decoding ICML 2024 On Measuring Faithfulness or Self-consistency of Natural Language Explanations ACL 2024 On Overcoming Miscalibrated Conversational Priors in LLM-based ChatBots UAI 2024 On Prompt-Driven Safeguarding for Large Language Models ICML 2024