anton-dergunov / ml-playground

Personal repository for Machine Learning projects
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Experiment with fastText for a text classification task #27

Closed anton-dergunov closed 5 years ago

anton-dergunov commented 6 years ago

E.g. classify topics on stackexchange, or take ideas from: https://www.kaggle.com/bittlingmayer/amazonreviews https://www.kaggle.com/thoughtvector/customer-support-on-twitter http://blog.paralleldots.com/product/text-analytics/text-classification-applications-use-cases/

Very interesting use cases in section "Example use cases": https://github.com/facebookresearch/StarSpace

See: https://fasttext.cc/ https://github.com/facebookresearch/fastText https://arxiv.org/pdf/1607.01759v2.pdf https://arxiv.org/abs/1607.04606 Also: https://github.com/poliglot/fasttext