Standardized English Word Vectors

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snaut

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Original: english-all.words-cbow-window.6-dimensions.300-ukwac_subtitle_en.w2v.gz (211 MB)
Standardized: snaut.dat.bz2 (396 MB, 1.04 GB uncompressed), snaut_terms.txt (3.4 MB)

Source:

Paweł Mandera
Mandera, P., Keuleers, E., & Brysbaert, M. (2017). Explaining human performance in psycholinguistic tasks with models of semantic similarity based on prediction and counting: A review and empirical validation. Journal of Memory and Language, 92, 57-78. doi: 10.1016/j.jml.2016.04.001

Corpus:

Details:

Terms: 955,898 (initial), 373,596 (retained)
Dimensions: 300
Original max: 1.29069
Model: Gensim, 6-word window, nagative samples (k = 10), subsampling (t = 1e-5)

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