Statements (55)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
transformer model
|
| gptkbp:architecturalStyle |
encoder-decoder
|
| gptkbp:availableIn |
Hugging Face Model Hub
|
| gptkbp:basedOn |
Text-to-Text Transfer Transformer
|
| gptkbp:canBe |
questions
|
| gptkbp:canCreate |
text
|
| gptkbp:canSupport |
documents
|
| gptkbp:completed |
state-of-the-art results
|
| gptkbp:developedBy |
gptkb:Google_Research
|
| gptkbp:evaluates |
gptkb:GLUE
SQuAD MNLI SuperGLUE TREC |
| gptkbp:hasRelatedPatent |
dialog systems
sentiment analysis chatbots information retrieval content generation |
| gptkbp:hasVariants |
gptkb:T5-large
gptkb:T5-small gptkb:T5-3B gptkb:T5-11B gptkb:T5-base |
| https://www.w3.org/2000/01/rdf-schema#label |
T5 model
|
| gptkbp:influencedBy |
GPT-2
BERT XLNet |
| gptkbp:introduced |
2019
|
| gptkbp:isConsidered |
a versatile model
|
| gptkbp:isDocumentedIn |
research papers
tutorials online courses technical blogs |
| gptkbp:isEvaluatedBy |
benchmark datasets
|
| gptkbp:isKnownFor |
text-to-text framework
|
| gptkbp:isNotableFor |
specific tasks
|
| gptkbp:isOpenTo |
true
|
| gptkbp:isPartOf |
NLP_research_community
|
| gptkbp:isPopularIn |
academic research
industry applications |
| gptkbp:isTrainedIn |
unsupervised data
supervised data |
| gptkbp:isUsedBy |
data scientists
developers researchers |
| gptkbp:mayHave |
text
languages text completion |
| gptkbp:providesTrainingFor |
C4 dataset
|
| gptkbp:requires |
large computational resources
|
| gptkbp:supports |
multiple_NLP_tasks
|
| gptkbp:usedFor |
natural language processing
|
| gptkbp:uses |
transfer learning
self-attention mechanism |