Antonym-Synonym Classification Based on New Sub-space Embeddings
Table 1: Antonym/Synonym distinction dataset
['[BOLD] Category', '[BOLD] Train', '[BOLD] Dev', '[BOLD] Test', '[BOLD] Total']
It has been accumulated from different sources encompassing WordNet In order to come up with a unanimous platform for comparative evaluation, we use the priorly defined data splits by the existing models to training, test and dev sets. The training data is used to train the Distiller in Phase-I and the classifier in Phase-II. The development data is used for Distiller’s parameter tuning. The model performance is reported on the test set.