Retrieval-Augmented Generation

RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models ACL 2024 RAR: Retrieval-augmented retrieval for code generation in low resource languages EMNLP 2024 ReMAG-KR: Retrieval and Medically Assisted Generation with Knowledge Reduction for Medical Question Answering ACL 2024 Retrieval-Augmented Egocentric Video Captioning CVPR 2024 Retrieval-Augmented Knowledge Integration into Language Models: A Survey ACL 2024 RetrievalQA: Assessing Adaptive Retrieval-Augmented Generation for Short-form Open-Domain Question Answering ACL 2024 Retrieving Examples from Memory for Retrieval Augmented Neural Machine Translation: A Systematic Comparison NAACL 2024 Retrieving, Rethinking and Revising: The Chain-of-Verification Can Improve Retrieval Augmented Generation EMNLP 2024 Satyrn: A Platform for Analytics Augmented Generation EMNLP 2024 Scaling Retrieval-Based Language Models with a Trillion-Token Datastore NeurIPS 2024 SciMON: Scientific Inspiration Machines Optimized for Novelty ACL 2024 Self-Retrieval: End-to-End Information Retrieval with One Large Language Model NeurIPS 2024 Summary of a Haystack: A Challenge to Long-Context LLMs and RAG Systems EMNLP 2024 Synchronous Faithfulness Monitoring for Trustworthy Retrieval-Augmented Generation EMNLP 2024 TableRAG: Million-Token Table Understanding with Language Models NeurIPS 2024 The Good and The Bad: Exploring Privacy Issues in Retrieval-Augmented Generation (RAG) ACL 2024 TRACE the Evidence: Constructing Knowledge-Grounded Reasoning Chains for Retrieval-Augmented Generation EMNLP 2024 Tree-of-Traversals: A Zero-Shot Reasoning Algorithm for Augmenting Black-box Language Models with Knowledge Graphs ACL 2024 Trustful LLMs: Customizing and Grounding Text Generation with knowledge bases and Dual Decoders EMNLP 2024 TruthReader: Towards Trustworthy Document Assistant Chatbot with Reliable Attribution EMNLP 2024 UniGen: A Unified Generative Framework for Retrieval and Question Answering with Large Language Models AAAI 2024 Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation ACL 2024 Who’s Who: Large Language Models Meet Knowledge Conflicts in Practice EMNLP 2024 Atlas: Few-shot Learning with Retrieval Augmented Language Models JMLR 2023 Augmentation-Adapted Retriever Improves Generalization of Language Models as Generic Plug-In ACL 2023