Standardized English Word Vectors

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senna

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senna

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Original: senna-v3.0.tgz (185 MB)
Standardized: senna.dat.bz2 (21 MB, 55 MB uncompressed), senna_terms.txt (1.1 MB)

Source:

Ronan Collobert
Collobert, R., Weston, J., Bottou, L., Karlen, M., Kavukcuoglu, K., & Kuksa, P. (2011). Natural language processing (almost) from scratch. Journal of machine learning research, 12, 2493-2537. url: http://www.jmlr.org/papers/v12/collobert11a.html

Corpus:

Wikipedia 2011

Details:

Terms: 126,931 (initial), 116,539 (retained)
Dimensions: 50
Original max: 11.5605
Model: Collobert & Weston

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