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Add ecommerce bot skill

Merged Andrei Glinskii requested to merge ecommerce_bot_dev into dev

Created by: vaskonov

  • Add ecommerce bot skill with entropy calculation and transferable state.
  • Add amazon reader with downloading the dataset from GitHub.
  • Add ecommerce test with ONE_ARGUMENT_STATE_INFER_CHECK parameter for state.
  • Add bleu_advanced (bleu.py) with all BLEU options and with an ability to disable Penalty.
  • Add ecommerce preprocessor: to filter POS, extract Prices, Lemmas etc.
  • Change spacy_tokenizer and move here all spacy dependent operations.