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retrieval augmented generation

317 papers

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Also known as

RAG RALM

Co-occurring keywords

large language model (12755) retrieval-augmented generation (1459) question answering (2904) information retrieval (1493) language model (4573) domain adaptation (4578) in-context learning (1369) multimodal learning (4622) knowledge retrieval (328) knowledge graph (1795)

Papers

Challenges in Generalization in Open Domain Question Answering NAACL 2022
You Truly Understand What I Need : Intellectual and Friendly Dialog Agents grounding Persona and Knowledge EMNLP 2022
RetroNLU: Retrieval Augmented Task-Oriented Semantic Parsing ACL 2022
Improving Multiple Documents Grounded Goal-Oriented Dialog Systems via Diverse Knowledge Enhanced Pretrained Language Model ACL 2022
Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data ACL 2022
Retrieval-Augmented Reinforcement Learning ICML 2022
Retrieval Augmented Visual Question Answering with Outside Knowledge EMNLP 2022
KGI: An Integrated Framework for Knowledge Intensive Language Tasks EMNLP 2022
Structural Constraints and Natural Language Inference for End-to-End Flowchart Grounded Dialog Response Generation EMNLP 2022
BioReader: a Retrieval-Enhanced Text-to-Text Transformer for Biomedical Literature EMNLP 2022
Retrieval as Attention: End-to-end Learning of Retrieval and Reading within a Single Transformer EMNLP 2022
Meet Your Favorite Character: Open-domain Chatbot Mimicking Fictional Characters with only a Few Utterances NAACL 2022
Retrieval, Analogy, and Composition: A framework for Compositional Generalization in Image Captioning EMNLP 2021
Memory and Knowledge Augmented Language Models for Inferring Salience in Long-Form Stories EMNLP 2021
Retrieval Augmented Code Generation and Summarization EMNLP 2021
Robust Retrieval Augmented Generation for Zero-shot Slot Filling EMNLP 2021
A Retrieve-and-Edit Framework for Predicting Structured Outputs NIPS 2018