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FastText

FastText

A library for text representation and classification by Facebook.

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Edits on 27 Feb, 2020
Golden AI"Attach Wikidata entity ID"
Golden AI edited on 27 Feb, 2020
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Q29124045
Edits on 9 Feb, 2019
Golden AI"Import structured data from http://en.wikipedia.org/wiki/FastText"
Golden AI edited on 9 Feb, 2019
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Edits on 4 Feb, 2019
Baye Maniago"Approved suggestion from source: https://github.com/facebookresearch/fastText"
Baye Maniago approved a suggestion from Golden's AI on 4 Feb, 2019
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Edits on 25 Sep, 2018
Golden AI"Import structured data from Wikidata.org: https://www.wikidata.org/wiki/Q29124045"
Golden AI edited on 25 Sep, 2018
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Edits on 7 Aug, 2018
Golden AI"Linkify text links in standard tables"
Golden AI edited on 7 Aug, 2018
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Author
Title
Link
Type

Facebook AI Research

Get started · fastText

https://fasttext.cc/docs/en/support.htmlhttps://fasttext.cc/docs/en/support.html

Steeve Huang

Word2Vec and FastText Word Embedding with Gensim – Towards Data Science

https://towardsdatascience.com/word-embedding-with-word2vec-and-fasttext-a209c1d3e12chttps://towardsdatascience.com/word-embedding-with-word2vec-and-fasttext-a209c1d3e12c

Edits on 18 Jul, 2018
Jude Gomila
Jude Gomila edited on 18 Jul, 2018
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Article

FAIR proposed fastText in 2016. It is an extension to Word2VecWord2Vec, a model for learning vector representation. It breaks down words into various sub-words then feeds them to the neural network while Word2Vec processes individual words.

Edits on 24 May, 2018
Carla Faraguna
Carla Faraguna edited on 24 May, 2018
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Article

fastText only works on CPU for accessibility. It is implemented in the Caffe2Caffe2 library which can be run on GPU.

Edits on 1 Apr, 2018
Melanie Manipula
Melanie Manipula edited on 1 Apr, 2018
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Table (+2 rows) (+3 cells) (+168 characters)
Categories (+3 topics)
Related Topics (+1 topics)
Article

FastTextfastText is an open source library designed to help build scalable solutions for text representation and classification. It is developedDeveloped by the Facebook AI Research (FAIR)., Itit transforms text into continuous vectors that can be used on any language related task. It uses concepts of natural language processing and machine learning for efficient text classification and learning word vector representations.

...

fastText only works on CPU for accessibility. It is implemented in the Caffe2 library which can be run on GPU.

...

FAIR proposed fastText in 2016. It is an extension to Word2Vec, a model for learning vector representation. It breaks down words into various sub-words then feeds them to the neural network while Word2Vec processes individual words.

Table

Author
Title
Link

Facebook AI Research

Get started · fastText

https://fasttext.cc/docs/en/support.html

Steeve Huang

Word2Vec and FastText Word Embedding with Gensim – Towards Data Science

https://towardsdatascience.com/word-embedding-with-word2vec-and-fasttext-a209c1d3e12c

Categories
Related Topics
Edits on 27 Mar, 2018
Melanie Manipula
Melanie Manipula edited on 27 Mar, 2018
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Article (+15/-9 characters)
Article

FastText is an open source library designed to help build scalable solutions for text representation and classification. DevelopedIt is developed by the Facebook AI Research (FAIR). It transforms text into continuous vectors that can be used on any language related task. It uses concepts of natural language processing and machine learning for efficient text classification and learning word vector representations.

Edits on 19 Jan, 2018
Melanie Manipula
Melanie Manipula edited on 19 Jan, 2018
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Description (+65 characters)
Article (+401 characters)
Topic thumbnail

FastText

A library for text representation and classification by Facebook.

Article

FastText is an open source library designed to help build scalable solutions for text representation and classification. Developed by the Facebook AI Research (FAIR). It transforms text into continuous vectors that can be used on any language related task. It uses concepts of natural language processing and machine learning for efficient text classification and learning word vector representations.

Edits on 18 Jan, 2018
Alex Dean"Initial topic creation"
Alex Dean created this topic on 18 Jan, 2018
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 FastText

A library for text representation and classification by Facebook.

Article

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