What makes SCWS different from WS353 is that the words in SCWS are contained in sentences, i.e., there are 2003 pairs of sentences containing these words, while words in WS353 are not associated with sentences.
n w = 10), the model tends to learn more fine-grained separations of the word's different meanings.