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
|