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Retrieval-Augmented Generation

263 directly classified papers

Papers per year

Papers

Decoupled Context Processing for Context Augmented Language Modeling NIPS 2022
Language Models that Seek for Knowledge: Modular Search & Generation for Dialogue and Prompt Completion EMNLP 2022
Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks NAACL 2022
Re2G: Retrieve, Rerank, Generate NAACL 2022
Open Domain Question Answering with A Unified Knowledge Interface ACL 2022
Achieving Conversational Goals with Unsupervised Post-hoc Knowledge Injection ACL 2022
Generating Biographies on Wikipedia: The Impact of Gender Bias on the Retrieval-Based Generation of Women Biographies ACL 2022
CONQRR: Conversational Query Rewriting for Retrieval with Reinforcement Learning EMNLP 2022
Pan More Gold from the Sand: Refining Open-domain Dialogue Training with Noisy Self-Retrieval Generation COLING 2022
Robust Retrieval Augmented Generation for Zero-shot Slot Filling EMNLP 2021
Simple and Efficient ways to Improve REALM EMNLP 2021
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks NIPS 2020
Open Domain Event Text Generation AAAI 2020