Improve Lexicon-based Word Embeddings By Word Sense Disambiguation
TABLE III: Comparison of the performance of text classification for “20 newsgroup dataset”.
['[EMPTY]', 'Validation Accuracy %']
The models involving lexicons outperform CBOW model. The WSD filter of the proposed model improves the performance further more and we can observe a significant improvement for the validation set.