Large Language Models

Reformatted Alignment EMNLP 2024 Reframing Spatial Reasoning Evaluation in Language Models: A Real-World Simulation Benchmark for Qualitative Reasoning IJCAI 2024 ReFT: Representation Finetuning for Language Models NeurIPS 2024 RefuteBench: Evaluating Refuting Instruction-Following for Large Language Models ACL 2024 Rehearsal-Free Modular and Compositional Continual Learning for Language Models NAACL 2024 REInstruct: Building Instruction Data from Unlabeled Corpus ACL 2024 Related Work and Citation Text Generation: A Survey EMNLP 2024 Relation Classification via Bidirectional Prompt Learning with Data Augmentation by Large Language Model COLING 2024 RelayAttention for Efficient Large Language Model Serving with Long System Prompts ACL 2024 Relying on the Unreliable: The Impact of Language Models’ Reluctance to Express Uncertainty ACL 2024 ReMAG-KR: Retrieval and Medically Assisted Generation with Knowledge Reduction for Medical Question Answering ACL 2024 rematchka at ArabicNLU2024: Evaluating Large Language Models for Arabic Word Sense and Location Sense Disambiguation ACL 2024 Remember This Event That Year? Assessing Temporal Information and Understanding in Large Language Models EMNLP 2024 Rephrasing the Web: A Recipe for Compute and Data-Efficient Language Modeling ACL 2024 RepLiQA: A Question-Answering Dataset for Benchmarking LLMs on Unseen Reference Content NeurIPS 2024 Representational Analysis of Binding in Language Models EMNLP 2024 Representing Abstract Concepts with Images: An Investigation with Large Language Models COLING 2024 Reprompting: Automated Chain-of-Thought Prompt Inference Through Gibbs Sampling ICML 2024 Rescue: Ranking LLM Responses with Partial Ordering to Improve Response Generation ACL 2024 ResLoRA: Identity Residual Mapping in Low-Rank Adaption ACL 2024 Respond in my Language: Mitigating Language Inconsistency in Response Generation based on Large Language Models ACL 2024 RESPROMPT: Residual Connection Prompting Advances Multi-Step Reasoning in Large Language Models NAACL 2024 ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search NeurIPS 2024 REST: Retrieval-Based Speculative Decoding NAACL 2024 Rethinking Legal Judgement Prediction in a Realistic Scenario in the Era of Large Language Models EMNLP 2024