Statements (53)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
Transformer model
|
| gptkbp:architect |
Text-to-Text Transfer Transformer
|
| gptkbp:availableIn |
Hugging Face Model Hub
|
| gptkbp:completed |
state-of-the-art results
|
| gptkbp:developedBy |
gptkb:Google_Research
|
| gptkbp:has |
active user base
high computational cost |
| gptkbp:hasResearchInterest |
machine translation
dialog systems information retrieval AI ethics language understanding |
| https://www.w3.org/2000/01/rdf-schema#label |
T5-Large
|
| gptkbp:influences |
future model designs
|
| gptkbp:isChallengedBy |
BERT
GPT-3 RoBERTa |
| gptkbp:isCompatibleWith |
gptkb:PyTorch
TensorFlow |
| gptkbp:isEvaluatedBy |
gptkb:GLUE_benchmark
WMT SQuAD MNLI CoNLL-2003 SuperGLUE benchmark TREC |
| gptkbp:isKnownFor |
high accuracy
scalability robustness flexibility in tasks |
| gptkbp:isNotableFor |
specific tasks
|
| gptkbp:isOpenTo |
true
|
| gptkbp:isPartOf |
gptkb:T5_family
NLP_research_advancements |
| gptkbp:isSupportedBy |
community contributions
|
| gptkbp:isTrainedIn |
supervised learning tasks
|
| gptkbp:isUsedBy |
data analysis
automated reporting sentiment analysis content generation customer support chatbots |
| gptkbp:isUsedIn |
translation
question answering text summarization text classification |
| gptkbp:keyIssues |
770 million
|
| gptkbp:powerOutput |
text
|
| gptkbp:project |
Natural Language Processing
|
| gptkbp:providesTrainingFor |
C4 dataset
|
| gptkbp:releaseDate |
2020
|
| gptkbp:requires |
GPU_for_training
|
| gptkbp:supports |
multiple languages
|
| gptkbp:uses |
transfer learning
|