English and Portuguese CBOW Models from Europarl Corpus, version 7, using FastText with Subwords Option

<p>The models were trained&nbsp;using FastText, model CBOW, 40 epochs, and subwords. Each *.BIN file has its *.VEC file with the vocabulary ordered by frequency. The *.BIN file can return a vector to represent an out-of-vocabulary (OOV) word if the necessary parts of the OOV word were&nbsp;used in training. FastText and Gensim can use these&nbsp;files. The English and Portuguese models are identified in the file name,&nbsp;&nbsp;<strong>_en_</strong>&nbsp; and&nbsp;<strong>_pt_</strong>&nbsp;respectively.</p> <p>An Excel file has the neighborhood changes of some selected words during training on each epoch.&nbsp;A previous exercise to find words with more than one meaning.</p>