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Retrieval-Augmented Generation

603 directly classified papers

Papers per year

Papers

Decoupled Context Processing for Context Augmented Language Modeling NIPS 2022
Unsupervised Cross-Task Generalization via Retrieval Augmentation NIPS 2022
Recommender Forest for Efficient Retrieval NIPS 2022
Grounded Keys-to-Text Generation: Towards Factual Open-Ended Generation EMNLP 2022
You Only Need One Model for Open-domain Question Answering EMNLP 2022
Nearest Neighbor Zero-Shot Inference EMNLP 2022
Natural Language to Code Translation with Execution EMNLP 2022
Neural Machine Translation with Contrastive Translation Memories EMNLP 2022
Chunk-based Nearest Neighbor Machine Translation EMNLP 2022
Is a Question Decomposition Unit All We Need? EMNLP 2022
Retrieval-Augmented Generative Question Answering for Event Argument Extraction EMNLP 2022
Unbabel-IST at the WMT Chat Translation Shared Task EMNLP 2022
Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge EMNLP 2022
DuReader-Retrieval: A Large-scale Chinese Benchmark for Passage Retrieval from Web Search Engine EMNLP 2022
RACE: Retrieval-augmented Commit Message Generation EMNLP 2022
MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text EMNLP 2022
Training Language Models with Memory Augmentation EMNLP 2022
BioReader: a Retrieval-Enhanced Text-to-Text Transformer for Biomedical Literature EMNLP 2022
TIARA: Multi-grained Retrieval for Robust Question Answering over Large Knowledge Base EMNLP 2022
Saving Dense Retriever from Shortcut Dependency in Conversational Search EMNLP 2022
Retrieval Augmented Visual Question Answering with Outside Knowledge EMNLP 2022
KGI: An Integrated Framework for Knowledge Intensive Language Tasks EMNLP 2022
Dialogue Response Selection with Hierarchical Curriculum Learning ACL 2021
Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning ACL 2021
Generation-Augmented Retrieval for Open-Domain Question Answering ACL 2021