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gptkbp:instanceOf
|
gptkb:model
|
|
gptkbp:approach
|
end-to-end differentiable
|
|
gptkbp:architecture
|
retrieval-augmented generation
|
|
gptkbp:author
|
gptkb:Mike_Lewis
gptkb:Sebastian_Riedel
gptkb:Patrick_Lewis
gptkb:Douwe_Kiela
gptkb:Fabio_Petroni
gptkb:Tim_Rocktäschel
gptkb:Aleksandra_Piktus
gptkb:Ethan_Perez
gptkb:Heinrich_Küttler
gptkb:Naman_Goyal
gptkb:Vladimir_Karpukhin
gptkb:Wen-tau_Yih
|
|
gptkbp:availableOn
|
gptkb:Hugging_Face_Transformers
|
|
gptkbp:citation
|
high
|
|
gptkbp:combines
|
generation model
retrieval model
|
|
gptkbp:developedBy
|
gptkb:Facebook_AI_Research
|
|
gptkbp:fullName
|
Retrieval-Augmented Generation Sequence
|
|
gptkbp:generationModel
|
gptkb:BART
|
|
gptkbp:input
|
query
|
|
gptkbp:introducedIn
|
2020
|
|
gptkbp:language
|
English
|
|
gptkbp:memiliki_tugas
|
knowledge-intensive NLP tasks
open-domain question answering
|
|
gptkbp:notableFor
|
improving factual accuracy in generation
scalable retrieval integration
|
|
gptkbp:notablePublication
|
gptkb:Retrieval-Augmented_Generation_for_Knowledge-Intensive_NLP_Tasks
|
|
gptkbp:openSource
|
yes
|
|
gptkbp:output
|
generated text
|
|
gptkbp:publishedIn
|
Advances in Neural Information Processing Systems (NeurIPS) 2020
|
|
gptkbp:relatedTo
|
gptkb:BART
gptkb:RAG-Token
retrieval-augmented generation
Dense Passage Retriever
|
|
gptkbp:retrievalModel
|
Dense Passage Retriever
|
|
gptkbp:uses
|
external knowledge sources
retrieved documents
|
|
gptkbp:bfsParent
|
gptkb:Retrieval-Augmented_Generation_(RAG)
|
|
gptkbp:bfsLayer
|
8
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
RAG-Sequence
|