The set of context words C consisted of the 10,000 most frequent words occurring in this dataset, with the exception of stopwords from a standard stopword list.
a frequency vector for a tar- where c j C (|C| 10, 000), W is a set of target words in a particular evaluation dataset, and f w i c j is the co-occurrence frequency between the target word, w i and context word, c j .