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Retrieval-Augmented Generation

618 papers

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Papers

Simple Entity-Centric Questions Challenge Dense Retrievers EMNLP 2021
Distantly-Supervised Dense Retrieval Enables Open-Domain Question Answering without Evidence Annotation EMNLP 2021
Open-Domain Question-Answering for COVID-19 and Other Emergent Domains EMNLP 2021
Cross-Modal Retrieval Augmentation for Multi-Modal Classification EMNLP 2021
Retrieval, Analogy, and Composition: A framework for Compositional Generalization in Image Captioning EMNLP 2021
Retrieval Augmented Code Generation and Summarization EMNLP 2021
Distilling the Knowledge of Large-scale Generative Models into Retrieval Models for Efficient Open-domain Conversation EMNLP 2021
Retrieval Augmentation Reduces Hallucination in Conversation EMNLP 2021
Cross-Lingual Training of Dense Retrievers for Document Retrieval EMNLP 2021
Combining Lexical and Dense Retrieval for Computationally Efficient Multi-hop Question Answering EMNLP 2021
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks NIPS 2020
Open Domain Event Text Generation AAAI 2020
Incorporating External Knowledge through Pre-training for Natural Language to Code Generation ACL 2020
ScriptWriter: Narrative-Guided Script Generation ACL 2020
Open-Domain Question Answering ACL 2020
On-The-Fly Information Retrieval Augmentation for Language Models ACL 2020
Conversational Document Prediction to Assist Customer Care Agents EMNLP 2020
Dense Passage Retrieval for Open-Domain Question Answering EMNLP 2020
Filtering before Iteratively Referring for Knowledge-Grounded Response Selection in Retrieval-Based Chatbots EMNLP 2020
Approximation of Response Knowledge Retrieval in Knowledge-grounded Dialogue Generation EMNLP 2020
Using the Poly-encoder for a COVID-19 Question Answering System EMNLP 2020
Ranking-Based Deep Cross-Modal Hashing AAAI 2019
Combining Fact Extraction and Verification with Neural Semantic Matching Networks AAAI 2019
Response Generation by Context-Aware Prototype Editing AAAI 2019
Coupling Retrieval and Meta-Learning for Context-Dependent Semantic Parsing ACL 2019