Retrieval-Augmented Generation

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 Incorporating External Knowledge through Pre-training for Natural Language to Code Generation ACL 2020 On-The-Fly Information Retrieval Augmentation for Language Models ACL 2020 Open Domain Event Text Generation AAAI 2020 Open-Domain Question Answering ACL 2020 Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks NeurIPS 2020 ScriptWriter: Narrative-Guided Script Generation ACL 2020 Using the Poly-encoder for a COVID-19 Question Answering System EMNLP 2020 Actively Seeking and Learning From Live Data CVPR 2019 Argument Generation with Retrieval, Planning, and Realization ACL 2019 Combining Fact Extraction and Verification with Neural Semantic Matching Networks AAAI 2019 Conversing by Reading: Contentful Neural Conversation with On-demand Machine Reading ACL 2019 Coupling Retrieval and Meta-Learning for Context-Dependent Semantic Parsing ACL 2019 Detect-To-Retrieve: Efficient Regional Aggregation for Image Search CVPR 2019 DyKgChat: Benchmarking Dialogue Generation Grounding on Dynamic Knowledge Graphs EMNLP 2019 Entity-Consistent End-to-end Task-Oriented Dialogue System with KB Retriever EMNLP 2019 Label-Agnostic Sequence Labeling by Copying Nearest Neighbors ACL 2019 Multi-hop Selector Network for Multi-turn Response Selection in Retrieval-based Chatbots EMNLP 2019 Ranking-Based Deep Cross-Modal Hashing AAAI 2019 Response Generation by Context-Aware Prototype Editing AAAI 2019 Retrieval-Augmented Convolutional Neural Networks Against Adversarial Examples CVPR 2019 Retrieval-Enhanced Adversarial Training for Neural Response Generation ACL 2019 Retrieval-guided Dialogue Response Generation via a Matching-to-Generation Framework EMNLP 2019 A Knowledge-Grounded Multimodal Search-Based Conversational Agent EMNLP 2018