Retrieval-Augmented Generation

Towards Example-Based NMT with Multi-Levenshtein Transformers EMNLP 2023 Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language Models EMNLP 2023 Universal Information Extraction with Meta-Pretrained Self-Retrieval ACL 2023 What Are You Token About? Dense Retrieval as Distributions Over the Vocabulary ACL 2023 When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric Memories ACL 2023 When to Read Documents or QA History: On Unified and Selective Open-domain QA ACL 2023 Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks ACL 2023 A Knowledge storage and semantic space alignment Method for Multi-documents dialogue generation ACL 2022 A Simple but Effective Pluggable Entity Lookup Table for Pre-trained Language Models ACL 2022 Beyond Goldfish Memory: Long-Term Open-Domain Conversation ACL 2022 BioReader: a Retrieval-Enhanced Text-to-Text Transformer for Biomedical Literature EMNLP 2022 Chunk-based Nearest Neighbor Machine Translation EMNLP 2022 Decoupled Context Processing for Context Augmented Language Modeling NeurIPS 2022 DialDoc 2022 Shared Task: Open-Book Document-grounded Dialogue Modeling ACL 2022 Docalog: Multi-document Dialogue System using Transformer-based Span Retrieval ACL 2022 Document Retrieval and Claim Verification to Mitigate COVID-19 Misinformation ACL 2022 DuReader-Retrieval: A Large-scale Chinese Benchmark for Passage Retrieval from Web Search Engine EMNLP 2022 Efficient Machine Translation Domain Adaptation ACL 2022 Generating Biographies on Wikipedia: The Impact of Gender Bias on the Retrieval-Based Generation of Women Biographies ACL 2022 Grounded Keys-to-Text Generation: Towards Factual Open-Ended Generation EMNLP 2022 Is a Question Decomposition Unit All We Need? EMNLP 2022 KGI: An Integrated Framework for Knowledge Intensive Language Tasks EMNLP 2022 KGR4: Retrieval, Retrospect, Refine and Rethink for Commonsense Generation AAAI 2022 Knowledge-Augmented Methods for Natural Language Processing ACL 2022 MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text EMNLP 2022