The T5 Text-to-Text Transfer Transformer

GPTKB entity

Predicate	Object
gptkbp:instance_of	gptkb:Transformers
gptkbp:architecture	encoder-decoder
gptkbp:based_on	gptkb:Transformers
gptkbp:can_perform	gptkb:translator question answering text generation summarization text classification
gptkbp:developed_by	gptkb:Google_Research
gptkbp:has_achieved	NLP tasks
gptkbp:has_applications_in	gptkb:customer_support language translation content creation sentiment analysis chatbots information retrieval data extraction virtual assistants text summarization
gptkbp:has_variants	gptkb:T5-large gptkb:T5-small gptkb:T5-base gptkb:T5-11_B gptkb:T5-3_B
https://www.w3.org/2000/01/rdf-schema#label	The T5 Text-to-Text Transfer Transformer
gptkbp:introduced_in	gptkb:2019
gptkbp:is_available_on	gptkb:Hugging_Face_Model_Hub
gptkbp:is_compatible_with	gptkb:Tensor_Flow gptkb:Py_Torch
gptkbp:is_evaluated_by	gptkb:MNLI_benchmark gptkb:SQu_AD_benchmark gptkb:GLUE_benchmark gptkb:Super_GLUE_benchmark gptkb:TREC_benchmark
gptkbp:is_influenced_by	gptkb:GPT-2 gptkb:BERT gptkb:Ro_BERTa gptkb:XLNet ALBERT
gptkbp:is_known_for	flexibility in NLP tasks
gptkbp:is_open_source	yes
gptkbp:is_part_of	NLP toolkit
gptkbp:is_trained_in	C4 dataset supervised tasks unsupervised tasks
gptkbp:is_used_in	research papers industry applications
gptkbp:supports	multiple languages
gptkbp:uses	transfer learning self-attention mechanism text-to-text framework
gptkbp:bfsParent	gptkb:Noam_Shazeer
gptkbp:bfsLayer	6