Large Language Models

Red Teaming Language Models for Processing Contradictory Dialogues EMNLP 2024 Reducing Fine-Tuning Memory Overhead by Approximate and Memory-Sharing Backpropagation ICML 2024 ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution NeurIPS 2024 Reference-free Hallucination Detection for Large Vision-Language Models EMNLP 2024 Reference Trustable Decoding: A Training-Free Augmentation Paradigm for Large Language Models NeurIPS 2024 ReGAL: Refactoring Programs to Discover Generalizable Abstractions ICML 2024 Regression Aware Inference with LLMs EMNLP 2024 Regularizing Hidden States Enables Learning Generalizable Reward Model for LLMs NeurIPS 2024 REInstruct: Building Instruction Data from Unlabeled Corpus ACL 2024 ReKep: Spatio-Temporal Reasoning of Relational Keypoint Constraints for Robotic Manipulation CoRL 2024 Relying on the Unreliable: The Impact of Language Models’ Reluctance to Express Uncertainty ACL 2024 ReMax: A Simple, Effective, and Efficient Reinforcement Learning Method for Aligning Large Language Models ICML 2024 Remember This Event That Year? Assessing Temporal Information and Understanding in Large Language Models EMNLP 2024 ReMI: A Dataset for Reasoning with Multiple Images NeurIPS 2024 Repairs in a Block World: A New Benchmark for Handling User Corrections with Multi-Modal Language Models EMNLP 2024 Repeat After Me: Transformers are Better than State Space Models at Copying ICML 2024 Representational Isomorphism and Alignment of Multilingual Large Language Models EMNLP 2024 Representation Noising: A Defence Mechanism Against Harmful Finetuning NeurIPS 2024 Reprompting: Automated Chain-of-Thought Prompt Inference Through Gibbs Sampling ICML 2024 RE-RAG: Improving Open-Domain QA Performance and Interpretability with Relevance Estimator in Retrieval-Augmented Generation EMNLP 2024 Re-Reading Improves Reasoning in Large Language Models EMNLP 2024 Resilience of Large Language Models for Noisy Instructions EMNLP 2024 Resonance RoPE: Improving Context Length Generalization of Large Language Models ACL 2024 Respond in my Language: Mitigating Language Inconsistency in Response Generation based on Large Language Models ACL 2024 RESTful-Llama: Connecting User Queries to RESTful APIs EMNLP 2024