Retrieval-Augmented Generation

ClimRetrieve: A Benchmarking Dataset for Information Retrieval from Corporate Climate Disclosures EMNLP 2024 ClinicalRAG: Enhancing Clinical Decision Support through Heterogeneous Knowledge Retrieval ACL 2024 CompAct: Compressing Retrieved Documents Actively for Question Answering EMNLP 2024 Context-Driven Index Trimming: A Data Quality Perspective to Enhancing Precision of RALMs EMNLP 2024 ConTReGen: Context-driven Tree-structured Retrieval for Open-domain Long-form Text Generation EMNLP 2024 Controlling Risk of Retrieval-augmented Generation: A Counterfactual Prompting Framework EMNLP 2024 CPR: Retrieval Augmented Generation for Copyright Protection CVPR 2024 Crafting Personalized Agents through Retrieval-Augmented Generation on Editable Memory Graphs EMNLP 2024 Deciphering the Interplay of Parametric and Non-parametric Memory in Retrieval-augmented Language Models EMNLP 2024 Dense Passage Retrieval: Is it Retrieving? EMNLP 2024 Dense X Retrieval: What Retrieval Granularity Should We Use? EMNLP 2024 Discerning and Resolving Knowledge Conflicts through Adaptive Decoding with Contextual Information-Entropy Constraint ACL 2024 Distillation Enhanced Generative Retrieval ACL 2024 Don’t Hallucinate, Abstain: Identifying LLM Knowledge Gaps via Multi-LLM Collaboration ACL 2024 Do You Know What You Are Talking About? Characterizing Query-Knowledge Relevance For Reliable Retrieval Augmented Generation EMNLP 2024 DRAGIN: Dynamic Retrieval Augmented Generation based on the Real-time Information Needs of Large Language Models ACL 2024 DynamicER: Resolving Emerging Mentions to Dynamic Entities for RAG EMNLP 2024 EarthLoc: Astronaut Photography Localization by Indexing Earth from Space CVPR 2024 Efficient Answer Retrieval System (EARS): Combining Local DB Search and Web Search for Generative QA EMNLP 2024 Efficient k-Nearest-Neighbor Machine Translation with Dynamic Retrieval ACL 2024 Efficient Knowledge Infusion via KG-LLM Alignment ACL 2024 EfficientRAG: Efficient Retriever for Multi-Hop Question Answering EMNLP 2024 Empowering Air Travelers: A Chatbot for Canadian Air Passenger Rights EMNLP 2024 Enhancing Protein Mutation Effect Prediction through a Retrieval-Augmented Framework NeurIPS 2024 Enhancing Tool Retrieval with Iterative Feedback from Large Language Models EMNLP 2024