Statements (55)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
Agent
|
| gptkbp:appliesTo |
Natural Language Processing
|
| gptkbp:basedOn |
Transformer architecture
|
| gptkbp:developedBy |
gptkb:Google_Research
|
| gptkbp:hasFunction |
Text 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 |
Agent T5
|
| gptkbp:isAvailableIn |
Hugging Face Model Hub
|
| gptkbp:isCompatibleWith |
gptkb:PyTorch
TensorFlow |
| gptkbp:isConsidered |
State-of-the-art model
Benchmark for future models |
| gptkbp:isDocumentedIn |
Research papers
Technical reports Online tutorials GitHub repositories |
| gptkbp:isEvaluatedBy |
Various benchmarks
ROUGE score BLEU_score |
| gptkbp:isInfluencedBy |
GPT-2
BERT XLNet |
| gptkbp:isKnownFor |
High performance
Versatility_in_NLP_tasks |
| gptkbp:isOptimizedFor |
Text-to-text tasks
|
| gptkbp:isPartOf |
AI advancements
NLP_research_community T5_model_family |
| gptkbp:isRecognizedBy |
Industry professionals
AI researchers |
| gptkbp:isSuitableFor |
Large datasets
|
| gptkbp:isSupportedBy |
Community contributions
|
| gptkbp:isTestedFor |
Self-supervised learning
|
| gptkbp:isTrainedIn |
C4 dataset
|
| gptkbp:isUsedFor |
Chatbots
Sentiment analysis Content creation Dialogue systems |
| gptkbp:isUsedIn |
Research papers
Academic research Industry applications |
| gptkbp:mayHave |
Question answering
Text classification Translation Text summarization Human-like text |
| gptkbp:releasedIn |
2020
|
| gptkbp:succeededBy |
gptkb:GLUE_benchmark
SuperGLUE benchmark |
| gptkbp:supports |
Multi-task learning
|
| gptkbp:uses |
Transfer learning
|