Large Language Models

RAG-Fusion Based Information Retrieval for Fact-Checking EMNLP 2024 RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models ACL 2024 RAM: Retrieval-Based Affordance Transfer for Generalizable Zero-Shot Robotic Manipulation CoRL 2024 Random Masking Finds Winning Tickets for Parameter Efficient Fine-tuning ICML 2024 Ranking Entities along Conceptual Space Dimensions with LLMs: An Analysis of Fine-Tuning Strategies ACL 2024 Ranking Large Language Models without Ground Truth ACL 2024 Ranking Manipulation for Conversational Search Engines EMNLP 2024 Read Anywhere Pointed: Layout-aware GUI Screen Reading with Tree-of-Lens Grounding EMNLP 2024 ReadMe++: Benchmarking Multilingual Language Models for Multi-Domain Readability Assessment EMNLP 2024 RealVul: Can We Detect Vulnerabilities in Web Applications with LLM? EMNLP 2024 REAR: A Relevance-Aware Retrieval-Augmented Framework for Open-Domain Question Answering EMNLP 2024 Reason for Future, Act for Now: A Principled Architecture for Autonomous LLM Agents ICML 2024 Reasoning Grasping via Multimodal Large Language Model CoRL 2024 Reasoning in Conversation: Solving Subjective Tasks through Dialogue Simulation for Large Language Models ACL 2024 Reasoning in Flux: Enhancing Large Language Models Reasoning through Uncertainty-aware Adaptive Guidance ACL 2024 Reasoning Like a Doctor: Improving Medical Dialogue Systems via Diagnostic Reasoning Process Alignment ACL 2024 Reasoning or a Semblance of it? A Diagnostic Study of Transitive Reasoning in LLMs EMNLP 2024 Reasoning Paths Optimization: Learning to Reason and Explore From Diverse Paths EMNLP 2024 Reasons and Solutions for the Decline in Model Performance after Editing NeurIPS 2024 Reasons to Reject? Aligning Language Models with Judgments ACL 2024 ReCaLL: Membership Inference via Relative Conditional Log-Likelihoods EMNLP 2024 Reconstruct Your Previous Conversations! Comprehensively Investigating Privacy Leakage Risks in Conversations with GPT Models EMNLP 2024 Recurrent Alignment with Hard Attention for Hierarchical Text Rating EMNLP 2024 Recursive Introspection: Teaching Language Model Agents How to Self-Improve NeurIPS 2024 ReDel: A Toolkit for LLM-Powered Recursive Multi-Agent Systems EMNLP 2024