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In our recent work, Analysis of Italian Word Embeddings (arXiv preprint arXiv:1707.08783), I and Stefano analysed the effect of different hyper-perparameters on the performances of two word embeddings algorithms, skip-gram (SG) and continuous-bag-of-words (CBOW), on semantic and morphs-syntactic tasks.
I have published on this page, the code, the datasets and the similarity matrices used for the experiments reported in Rocco Tripodi, Marcello Pelillo. A Game Theoretic Model for Word Sense Disambiguation, Computational Linguistics. (under review).