Resolving Lexical Ambiguity inTensor Regression Models of Meaning
Table 2: Results for the supervised task. ‘Amb.’ refers to models without the explicit disambiguation step, and ‘Dis.’ to models with that step.
['[EMPTY]', '[BOLD] Accuracy Amb.', '[BOLD] Accuracy Dis.', '[BOLD] MRR Amb.', '[BOLD] MRR Dis.', '[BOLD] Avg Sim Amb.', '[BOLD] Avg Sim Dis.']
Finally, a third way to evaluate the efficiency of each model is to simply calculate the average cosine similarity between every holistic vector and its corresponding composite vector.