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Table 3 

Accuracy results for semantic relations (sr) and entailment. Results are presented for both the top most similar word, and the top 10 most similar words. ent+sr combines both entailments and semantically related words.

methodnounsadjectives
sr1sr10ent+sr1ent+sr10sr1sr10ent+sr1ent+sr10
unmodified .37 .20 .59 .33 .14 .09 .32 .21 
lexfunc .19 .15 .61 .38 – – – – 
lvw .27 .20 .86 .52 .35 .24 .67 .49 
tensor .52 .43 .94 .73 .38 .30 .53 .43 
methodnounsadjectives
sr1sr10ent+sr1ent+sr10sr1sr10ent+sr1ent+sr10
unmodified .37 .20 .59 .33 .14 .09 .32 .21 
lexfunc .19 .15 .61 .38 – – – – 
lvw .27 .20 .86 .52 .35 .24 .67 .49 
tensor .52 .43 .94 .73 .38 .30 .53 .43 
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