What is recorded here?
Trains a generator with retrieval, relevance, support and utility reflection tokens to retrieve on demand and rank passage-conditioned response segments.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
Builds on existing retrieval-augmented generation. Critic training uses GPT-4 labels before generator training; no claim of training-free self-verification or guaranteed faithful answers. Multi-passage generation and ranking incur resources.
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People and systems
Akari Asai; Zeqiu Wu; Yizhong Wang; Avirup Sil; Hannaneh Hajishirzi
Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.
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English catalogue narrative
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection
Trains a generator with retrieval, relevance, support and utility reflection tokens to retrieve on demand and rank passage-conditioned response segments.
Scientific scope
Builds on existing retrieval-augmented generation. Critic training uses GPT-4 labels before generator training; no claim of training-free self-verification or guaranteed faithful answers. Multi-passage generation and ranking incur resources.
Reading status
This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.
People and systems
Akari Asai; Zeqiu Wu; Yizhong Wang; Avirup Sil; Hannaneh Hajishirzi
Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.