Extracting semantic representations from word co-occurrence statistics: stop-lists, stemming, and SVD

In a previous article, we presented a systematic computational study of the extraction of semantic representations from the word–word co-occurrence statistics of large text corpora. The conclusion was that semantic vectors of pointwise mutual information values from very small co-occurrence windows,...

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