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The words are turned into GloVe word vectors on the input side, so it is able to handle a decent amount of variation in spelling and using synonyms. Having syno
by sprobertson 9y ago
The words are turned into GloVe word vectors on the input side, so it is able to handle a decent amount of variation in spelling and using synonyms. Having synonyms defined in the Nalgene file helps the network to accept vectors in a general region rather than an exact point in space. It also encourages the network to learn about the grammar of the input rather than use of specific words, so it can handle words that it hasn't seen before (good for names, places).
- Macuyiko 9y agoGotcha! Thanks for the explanation!