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We are trying to define a framework for NLP tasks that easily maps any kind of word embedding data set with any kind of text data set. The framework should decrease the amount of additional code neede...

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For validation it might be useful to have the generator loop through the data in the same order so that analysis is easier.

if correct embedding dim is not set from start, it stores the default 300 dim after reloading.