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retrieval-augmented generation

1592 papers

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RAG

Co-occurring keywords

large language model (13587) question answering (2963) information retrieval (1514) knowledge graph (1837) retrieval augmented generation (330) language model (4599) knowledge retrieval (330) text generation (2913) in-context learning (1405) multi-hop reasoning (423)

Papers

Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks NAACL 2022
Long-term Control for Dialogue Generation: Methods and Evaluation NAACL 2022
Augmentation, Retrieval, Generation: Event Sequence Prediction with a Three-Stage Sequence-to-Sequence Approach COLING 2022
Pan More Gold from the Sand: Refining Open-domain Dialogue Training with Noisy Self-Retrieval Generation COLING 2022
Nearest Neighbor Zero-Shot Inference EMNLP 2022
When Language Model Meets Private Library EMNLP 2022
CEIP: Combining Explicit and Implicit Priors for Reinforcement Learning with Demonstrations NIPS 2022
Retrieval-Augmented Diffusion Models NIPS 2022
Retrieve, Reason, and Refine: Generating Accurate and Faithful Patient Instructions NIPS 2022
Large-Scale Retrieval for Reinforcement Learning NIPS 2022
Decoupled Context Processing for Context Augmented Language Modeling NIPS 2022
Transform-Retrieve-Generate: Natural Language-Centric Outside-Knowledge Visual Question Answering CVPR 2022
Retrieval-Augmented Generative Question Answering for Event Argument Extraction EMNLP 2022
You Truly Understand What I Need : Intellectual and Friendly Dialog Agents grounding Persona and Knowledge EMNLP 2022
XRICL: Cross-lingual Retrieval-Augmented In-Context Learning for Cross-lingual Text-to-SQL Semantic Parsing EMNLP 2022
Cross-Modal Retrieval Augmentation for Multi-Modal Classification EMNLP 2021
End-to-End Learning of Flowchart Grounded Task-Oriented Dialogs EMNLP 2021
Adaptive Nearest Neighbor Machine Translation ACL 2021
Memory and Knowledge Augmented Language Models for Inferring Salience in Long-Form Stories EMNLP 2021
Answering Open-Domain Questions of Varying Reasoning Steps from Text EMNLP 2021
End-to-End Training of Multi-Document Reader and Retriever for Open-Domain Question Answering NIPS 2021
Learning to Selectively Learn for Weakly-supervised Paraphrase Generation EMNLP 2021
Retrieval Augmented Code Generation and Summarization EMNLP 2021
Open-Book Video Captioning With Retrieve-Copy-Generate Network CVPR 2021
Retrieval Augmentation Reduces Hallucination in Conversation EMNLP 2021