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I'm trying to build an RNN to predict sentences, but I need to start with a good Word2Vec model that is robust to things like numbers (in non-word form so: 1,2,3), human names, and so on. I have data, but new data can come in with words not previously seen, thus the need for a robust Word2Vec model. Any suggestions?
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