Retrieval-Augmented Generation

Strong and Efficient Baselines for Open Domain Conversational Question Answering EMNLP 2023 ToolQA: A Dataset for LLM Question Answering with External Tools NeurIPS 2023 Towards a Unified Framework for Reference Retrieval and Related Work Generation EMNLP 2023 TSTR: Target Similarity Tuning Meets the Real World EMNLP 2023 Unified Demonstration Retriever for In-Context Learning ACL 2023 Universal Information Extraction with Meta-Pretrained Self-Retrieval ACL 2023 When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric Memories ACL 2023 WikiChat: Stopping the Hallucination of Large Language Model Chatbots by Few-Shot Grounding on Wikipedia EMNLP 2023 Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks ACL 2023 Accelerating Learned Sparse Indexes Via Term Impact Decomposition EMNLP 2022 A Statutory Article Retrieval Dataset in French ACL 2022 Augmentation, Retrieval, Generation: Event Sequence Prediction with a Three-Stage Sequence-to-Sequence Approach COLING 2022 Beyond Goldfish Memory: Long-Term Open-Domain Conversation ACL 2022 CausalQA: A Benchmark for Causal Question Answering COLING 2022 Domain-Specific NER via Retrieving Correlated Samples COLING 2022 Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks NAACL 2022 Fast Nearest Neighbor Machine Translation ACL 2022 FRUIT: Faithfully Reflecting Updated Information in Text NAACL 2022 Improving Candidate Retrieval with Entity Profile Generation for Wikidata Entity Linking ACL 2022 KGR4: Retrieval, Retrospect, Refine and Rethink for Commonsense Generation AAAI 2022 Language Models that Seek for Knowledge: Modular Search & Generation for Dialogue and Prompt Completion EMNLP 2022 Large-Scale Retrieval for Reinforcement Learning NeurIPS 2022 Leveraging Knowledge in Multilingual Commonsense Reasoning ACL 2022 Long-term Control for Dialogue Generation: Methods and Evaluation NAACL 2022 Modeling Exemplification in Long-form Question Answering via Retrieval NAACL 2022