def sim_ox_wn_defi_WDS_via_defi_of_curr_main_syn(word): dict_vectors_wn = WordnetParseDefinition.get_dict_vectors_synsets_for_word(word) (keys_wn, vectors_wn) = Util.get_keys_values_of_dict(dict_vectors_wn) dict_vectors_wn_defi = WordnetParseDefinition.get_vectors_defi_for_word(word) (keys_wn_defi, vectors_wn_defi) = Util.get_keys_values_of_dict(dict_vectors_wn_defi) definitions = OxfordParser.get_definitions_of_word(word) m2d_sim = [[0 for x in range(len(definitions))] for x in range(len(vectors_wn))] for i in range(len(vectors_wn)): vector_wn = vectors_wn[i] vector_wn_defi = vectors_wn_defi[i] dict_vectors_ox = OxParseDefinition.get_dict_vectors_synsets_for_word(word, vector_wn_defi) (keys_ox, vectors_ox) = Util.get_keys_values_of_dict(dict_vectors_ox) for j in range(len(vectors_ox)): vector_ox = vectors_ox[j] m2d_sim[i][j] = sim_2_vector(vector_ox, vector_wn) cal_sim_ngrams(word) return m2d_sim