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Retrieval-Augmented Generation

603 directly classified papers

Papers per year

Papers

On-The-Fly Information Retrieval Augmentation for Language Models ACL 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
Conversational Document Prediction to Assist Customer Care Agents EMNLP 2020
Dense Passage Retrieval for Open-Domain Question Answering EMNLP 2020
Conversing by Reading: Contentful Neural Conversation with On-demand Machine Reading ACL 2019
Multi-hop Selector Network for Multi-turn Response Selection in Retrieval-based Chatbots EMNLP 2019
Entity-Consistent End-to-end Task-Oriented Dialogue System with KB Retriever EMNLP 2019
DyKgChat: Benchmarking Dialogue Generation Grounding on Dynamic Knowledge Graphs EMNLP 2019
Retrieval-guided Dialogue Response Generation via a Matching-to-Generation Framework EMNLP 2019
Retrieval-Enhanced Adversarial Training for Neural Response Generation ACL 2019
Label-Agnostic Sequence Labeling by Copying Nearest Neighbors ACL 2019
Argument Generation with Retrieval, Planning, and Realization ACL 2019
Actively Seeking and Learning From Live Data CVPR 2019
Detect-To-Retrieve: Efficient Regional Aggregation for Image Search CVPR 2019
Coupling Retrieval and Meta-Learning for Context-Dependent Semantic Parsing ACL 2019
Retrieval-Augmented Convolutional Neural Networks Against Adversarial Examples CVPR 2019
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
Exemplar Encoder-Decoder for Neural Conversation Generation ACL 2018
Neural Response Ranking for Social Conversation: A Data-Efficient Approach EMNLP 2018
Retrieve, Rerank and Rewrite: Soft Template Based Neural Summarization ACL 2018
A Knowledge-Grounded Multimodal Search-Based Conversational Agent EMNLP 2018