Retrieval-Augmented Generation

Evidence Retrieval is almost All You Need for Fact Verification ACL 2024 EvoR: Evolving Retrieval for Code Generation EMNLP 2024 FASTTRACK: Reliable Fact Tracing via Clustering and LLM-Powered Evidence Validation EMNLP 2024 Fine-Tuning and Prompt Optimization: Two Great Steps that Work Better Together EMNLP 2024 From RAG to Riches: Retrieval Interlaced with Sequence Generation EMNLP 2024 Generate-then-Ground in Retrieval-Augmented Generation for Multi-hop Question Answering ACL 2024 HGOT: Hierarchical Graph of Thoughts for Retrieval-Augmented In-Context Learning in Factuality Evaluation NAACL 2024 Improving Covert Toxicity Detection by Retrieving and Generating References NAACL 2024 KnowGPT: Knowledge Graph based Prompting for Large Language Models NeurIPS 2024 “Knowing When You Don’t Know”: A Multilingual Relevance Assessment Dataset for Robust Retrieval-Augmented Generation EMNLP 2024 Landmark Embedding: A Chunking-Free Embedding Method For Retrieval Augmented Long-Context Large Language Models ACL 2024 Learning to Rank in Generative Retrieval AAAI 2024 LexDrafter: Terminology Drafting for Legislative Documents Using Retrieval Augmented Generation COLING 2024 LLMs as Collaborator: Demands-Guided Collaborative Retrieval-Augmented Generation for Commonsense Knowledge-Grounded Open-Domain Dialogue Systems EMNLP 2024 LumberChunker: Long-Form Narrative Document Segmentation EMNLP 2024 MiniCheck: Efficient Fact-Checking of LLMs on Grounding Documents EMNLP 2024 M-RAG: Reinforcing Large Language Model Performance through Retrieval-Augmented Generation with Multiple Partitions ACL 2024 Multi-Level Information Retrieval Augmented Generation for Knowledge-based Visual Question Answering EMNLP 2024 Multi-Modal Retrieval For Large Language Model Based Speech Recognition ACL 2024 Nearest Neighbor Speculative Decoding for LLM Generation and Attribution NeurIPS 2024 OMG-QA: Building Open-Domain Multi-Modal Generative Question Answering Systems EMNLP 2024 On the Role of Long-tail Knowledge in Retrieval Augmented Large Language Models ACL 2024 Query Routing for Homogeneous Tools: An Instantiation in the RAG Scenario EMNLP 2024 R2AG: Incorporating Retrieval Information into Retrieval Augmented Generation EMNLP 2024 RAC: Retrieval-augmented Conversation Dataset for Open-domain Question Answering in Conversational Settings EMNLP 2024