Finally, we predict the target word senses using the Knearest neighbors (KNN) algorithm, based on the distances between the surrounding word vectors for the target words and their synonyms.
we calculate the distances between the surrounding word vectors for the target word and its synonyms labeled as 1.2410 or 1.5501 and determine the word sense of the target word via KNN algorithm.