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Retrieval-Augmented Generation

573 directly classified papers

Papers per year

Papers

Re2G: Retrieve, Rerank, Generate NAACL 2022
Rescue Implicit and Long-tail Cases: Nearest Neighbor Relation Extraction EMNLP 2022
Rich Knowledge Sources Bring Complex Knowledge Conflicts: Recalibrating Models to Reflect Conflicting Evidence EMNLP 2022
Structural Constraints and Natural Language Inference for End-to-End Flowchart Grounded Dialog Response Generation EMNLP 2022
You Truly Understand What I Need : Intellectual and Friendly Dialog Agents grounding Persona and Knowledge EMNLP 2022
Accelerating Learned Sparse Indexes Via Term Impact Decomposition EMNLP 2022
Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data ACL 2022
Fast Nearest Neighbor Machine Translation ACL 2022
What Makes Good In-Context Examples for GPT-3? ACL 2022
Long-term Control for Dialogue Generation: Methods and Evaluation NAACL 2022
Modeling Exemplification in Long-form Question Answering via Retrieval NAACL 2022
FRUIT: Faithfully Reflecting Updated Information in Text NAACL 2022
Improving Candidate Retrieval with Entity Profile Generation for Wikidata Entity Linking ACL 2022
You can’t pick your neighbors, or can you? When and How to Rely on Retrieval in the kNN-LM EMNLP 2022
SciFact-Open: Towards open-domain scientific claim verification EMNLP 2022
KGR4: Retrieval, Retrospect, Refine and Rethink for Commonsense Generation AAAI 2022
Two-Step Question Retrieval for Open-Domain QA ACL 2022
Beyond Goldfish Memory: Long-Term Open-Domain Conversation ACL 2022
A Statutory Article Retrieval Dataset in French ACL 2022
Read before Generate! Faithful Long Form Question Answering with Machine Reading ACL 2022
Leveraging Knowledge in Multilingual Commonsense Reasoning ACL 2022
Nearest Neighbor Zero-Shot Inference EMNLP 2022
Language Models that Seek for Knowledge: Modular Search & Generation for Dialogue and Prompt Completion EMNLP 2022
Large-Scale Retrieval for Reinforcement Learning NIPS 2022
Data-to-text Generation by Splicing Together Nearest Neighbors EMNLP 2021