FastText explained
fastText is a library for learning of word embeddings and text classification created by Facebook's AI Research (FAIR) lab.[3] [4] [5] [6] The model allows one to create an unsupervised learning or supervised learning algorithm for obtaining vector representations for words. Facebook makes available pretrained models for 294 languages.[7] [8] Several papers describe the techniques used by fastText.[9] [10] [11] [12]
See also
External links
- fastText
- https://research.fb.com/downloads/fasttext/
Notes and References
- Web site: Mannes. John. Facebook's fastText library is now optimized for mobile. TechCrunch. 12 January 2018.
- Web site: facebookresearch/fastText/releases/tag/v0.9.2 . Onur Çelebi . Facebook . 2020-04-28 . 2020-11-21 .
- Web site: Mannes. John. Facebook's fastText library is now optimized for mobile. TechCrunch. 12 January 2018.
- Web site: Ryan. Kevin J.. Facebook's New Open Source Software Can Learn 1 Billion Words in 10 Minutes. Inc.. 12 January 2018.
- Web site: Low. Cherlynn. Facebook is open-sourcing its AI bot-building research. Engadget. 12 January 2018.
- Web site: Mannes. John. Facebook's Artificial Intelligence Research lab releases open source fastText on GitHub. TechCrunch. 12 January 2018.
- Web site: Sabin. Dyani. Facebook Makes A.I. Program Available in 294 Languages. Inverse. 12 January 2018.
- Web site: Wiki word vectors. fastText. en-US. 26 November 2020.
- Web site: References · fastText. 2021-09-08. fasttext.cc. en.
- Bojanowski. Piotr. Grave. Edouard. Joulin. Armand. Mikolov. Tomas. 2017-06-19. Enriching Word Vectors with Subword Information. cs.CL. 1607.04606.
- Joulin. Armand. Grave. Edouard. Bojanowski. Piotr. Mikolov. Tomas. 2016-08-09. Bag of Tricks for Efficient Text Classification. cs.CL. 1607.01759.
- Joulin. Armand. Grave. Edouard. Bojanowski. Piotr. Douze. Matthijs. Jégou. Hérve. Mikolov. Tomas. 2016-12-12. FastText.zip: Compressing text classification models. cs.CL. 1612.03651.
