Semi-supervised Word Sense Disambiguation with Neural Models
Table 3: F1 Scores of SemEval-2015 English Dataset. The BFS baseline uses BabelNet first sense.
['[BOLD] algorithm', '[BOLD] all', '[BOLD] n.', '[BOLD] v.', '[BOLD] adj.', '[BOLD] adv.']
The LSTM LP classifier with an LSTM language model achieves the highest scores on nouns and adverbs as well as overall F1. The LSTM classifier has the highest F1 on verbs.