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Retrieval-Augmented Generation

603 directly classified papers

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Papers

End-to-End Training of Neural Retrievers for Open-Domain Question Answering ACL 2021
Adaptive Nearest Neighbor Machine Translation ACL 2021
Multimodal or Text? Retrieval or BERT? Benchmarking Classifiers for the Shared Task on Hateful Memes ACL 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
Open-Book Video Captioning With Retrieve-Copy-Generate Network CVPR 2021
REM-Net: Recursive Erasure Memory Network for Commonsense Evidence Refinement AAAI 2021
Memory and Knowledge Augmented Language Models for Inferring Salience in Long-Form Stories EMNLP 2021
Robust Retrieval Augmented Generation for Zero-shot Slot Filling EMNLP 2021
Phrase Retrieval Learns Passage Retrieval, Too EMNLP 2021
End-to-End Learning of Flowchart Grounded Task-Oriented Dialogs EMNLP 2021
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
Multi-Task Retrieval for Knowledge-Intensive Tasks ACL 2021
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
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks NIPS 2020
Open Domain Event Text Generation AAAI 2020