Retrieval-Augmented Generation

Adaptive Nearest Neighbor Machine Translation ACL 2021 Combining Lexical and Dense Retrieval for Computationally Efficient Multi-hop Question Answering EMNLP 2021 Cross-Lingual Training of Dense Retrievers for Document Retrieval EMNLP 2021 Cross-Modal Retrieval Augmentation for Multi-Modal Classification EMNLP 2021 Dialogue Response Selection with Hierarchical Curriculum Learning ACL 2021 Distantly-Supervised Dense Retrieval Enables Open-Domain Question Answering without Evidence Annotation EMNLP 2021 Distilling the Knowledge of Large-scale Generative Models into Retrieval Models for Efficient Open-domain Conversation EMNLP 2021 End-to-End Learning of Flowchart Grounded Task-Oriented Dialogs EMNLP 2021 End-to-End Training of Neural Retrievers for Open-Domain Question Answering ACL 2021 Generation-Augmented Retrieval for Open-Domain Question Answering ACL 2021 Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning ACL 2021 Memory and Knowledge Augmented Language Models for Inferring Salience in Long-Form Stories EMNLP 2021 Multimodal or Text? Retrieval or BERT? Benchmarking Classifiers for the Shared Task on Hateful Memes ACL 2021 Multi-Task Retrieval for Knowledge-Intensive Tasks ACL 2021 Open-Book Video Captioning With Retrieve-Copy-Generate Network CVPR 2021 Open-Domain Question-Answering for COVID-19 and Other Emergent Domains EMNLP 2021 Phrase Retrieval Learns Passage Retrieval, Too EMNLP 2021 REM-Net: Recursive Erasure Memory Network for Commonsense Evidence Refinement AAAI 2021 Retrieval, Analogy, and Composition: A framework for Compositional Generalization in Image Captioning EMNLP 2021 Retrieval Augmentation Reduces Hallucination in Conversation EMNLP 2021 Retrieval Augmented Code Generation and Summarization EMNLP 2021 Robust Retrieval Augmented Generation for Zero-shot Slot Filling EMNLP 2021 Simple Entity-Centric Questions Challenge Dense Retrievers EMNLP 2021 Approximation of Response Knowledge Retrieval in Knowledge-grounded Dialogue Generation EMNLP 2020 Conversational Document Prediction to Assist Customer Care Agents EMNLP 2020