Improved Word Sense Disambiguation Using Pre-Trained Contextualized Word Representations

Benchmark Model Rank Results
word-sense-disambiguation-on-supervisedBERT (linear projection)#12Senseval 2: 75.5Senseval 3: 73.6SemEval 2007: 68.1
word-sense-disambiguation-on-supervisedBERT (nearest neighbour)#13Senseval 2: 73.8Senseval 3: 71.6SemEval 2007: 63.3