Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer
GPTKB entity
Statements (27)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:academic_journal
|
| gptkbp:arXivID |
1910.10683
|
| gptkbp:author |
gptkb:Adam_Roberts
gptkb:Colin_Raffel gptkb:Katherine_Lee gptkb:Michael_Matena gptkb:Noam_Shazeer gptkb:Peter_J._Liu gptkb:Sharan_Narang gptkb:Wei_Li gptkb:Yanqi_Zhou |
| gptkbp:citation |
highly cited
|
| gptkbp:contribution |
Introduced the T5 (Text-to-Text Transfer Transformer) model
|
| gptkbp:field |
gptkb:Machine_Learning
gptkb:Natural_Language_Processing |
| gptkbp:focusesOn |
transfer learning
benchmarking NLP tasks text-to-text framework |
| https://www.w3.org/2000/01/rdf-schema#label |
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer
|
| gptkbp:openSource |
yes
|
| gptkbp:proposesModel |
gptkb:T5
|
| gptkbp:publicationYear |
2019
|
| gptkbp:publisher |
gptkb:arXiv
|
| gptkbp:trainer |
gptkb:C4_(Colossal_Clean_Crawled_Corpus)
|
| gptkbp:url |
https://arxiv.org/abs/1910.10683
|
| gptkbp:bfsParent |
gptkb:T5
|
| gptkbp:bfsLayer |
6
|