RAG

GPTKB entity

Statements (27)
Predicate Object
gptkbp:instanceOf abbreviation
gptkbp:architecture generator
retriever
gptkbp:arXivID 2005.11401
gptkbp:combines generation models
retrieval models
gptkbp:developedBy gptkb:Facebook_AI_Research
gptkbp:enables open-domain question answering
knowledge-intensive tasks
gptkbp:generation context-aware responses
gptkbp:generatorModel gptkb:BART
gptkb:T5
https://www.w3.org/2000/01/rdf-schema#label RAG
gptkbp:improves accuracy over standard generation models
gptkbp:introducedIn 2020
gptkbp:openSource gptkb:Hugging_Face_Transformers
gptkbp:publishedIn gptkb:arXiv
gptkbp:retrieverModel gptkb:DPR
gptkbp:retrievesFrom document collections
external knowledge sources
gptkbp:standsFor Retrieval-Augmented Generation
gptkbp:usedIn gptkb:machine_learning
natural language processing
question answering
chatbots
gptkbp:bfsParent gptkb:Royal_Galician_Academy
gptkbp:bfsLayer 5