Glossary term
Glossary term
Architecture
A text-to-text transfer learning model introduced by Google AI in 2020. T5 is an encoder-decoder model, based on the Transformer architecture, trained on an extremely large dataset. It is effective at a variety of natural language processing tasks, such as generating text, translating languages, and answering questions in a conversational manner.
T5 gets its name from the five letter Ts in "Text-to-Text Transfer Transformer."
Created for this library
A research team uses T5 as a baseline encoder-decoder model when comparing text-to-text approaches on new tasks.
An academic course on language models references T5 to illustrate the text-to-text framing of NLP tasks.
A consulting firm references T5 in client briefings on the evolution of encoder-decoder architectures.
Definition source: Google for Developers Machine Learning Glossary | Creative Commons Attribution 4.0 License