Alleviating Overfitting for Polysemous Words for Word Representation Estimation Using Lexicons
TABLE V: The best correct answer rates in the word analogical reasoning task.
['[EMPTY]', 'Semantic [%]', 'Syntactic [%]', 'Total[%]']
From Fig. The best threshold for the syntactic part is 5.7. From Fig. The best threshold for the syntactic part is 5.2. It shows that lower threshold is better for a larger corpus and semantic tasks.