We used the Rubenstein-Goodenough (RG, 65 word-pairs) (Rubenstein and Goodenough, 1965) dataset as a validation dataset to tune the hyperparameters λ 1 , λ 2 and λ 3 given in (5).
we vary the values of the coefficients λ 1 , λ 2 and λ 3 and learn the sense and word embeddings using the proposed method afore measuring the Spearman correlation on RG dataset.