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gptkbp:instance_of
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gptkb:Transformers
|
|
gptkbp:application
|
gptkb:translator
Question answering
Text classification
Text summarization
Text generation
|
|
gptkbp:architecture
|
gptkb:Transformers
|
|
gptkbp:developed_by
|
gptkb:Google_Research
|
|
gptkbp:evaluates
|
gptkb:GLUE
gptkb:Super_GLUE
gptkb:SQu_AD
gptkb:MNLI
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
T5-3 B
|
|
gptkbp:influenced_by
|
gptkb:GPT-2
gptkb:BERT
gptkb:XLNet
|
|
gptkbp:input_output
|
gptkb:text
Responses
Labels
Predictions
Scores
Embeddings
|
|
gptkbp:is_a_framework_for
|
gptkb:Tensor_Flow
gptkb:Py_Torch
|
|
gptkbp:is_tasked_with
|
gptkb:Natural_Language_Processing
|
|
gptkbp:is_trained_in
|
C4 dataset
|
|
gptkbp:language
|
English
|
|
gptkbp:orbital_period
|
3 billion
|
|
gptkbp:performance
|
High accuracy
Versatile
State-of-the-art
Fast inference
|
|
gptkbp:provides_information_on
|
gptkb:Wikipedia
Books
News articles
Web pages
Large-scale text corpora
|
|
gptkbp:related_to
|
gptkb:Artificial_Intelligence
Deep learning
Machine learning
NLP models
|
|
gptkbp:release_date
|
gptkb:2020
|
|
gptkbp:research_areas
|
Sentiment analysis
Computational linguistics
Information retrieval
Machine translation
Text mining
|
|
gptkbp:successor
|
gptkb:T5-11_B
|
|
gptkbp:training
|
Supervised learning
Unsupervised learning
|
|
gptkbp:tuning
|
gptkb:Yes
|
|
gptkbp:uses
|
transfer learning
|
|
gptkbp:bfsParent
|
gptkb:Transformers
|
|
gptkbp:bfsLayer
|
4
|