While a lot of research has been devoted to analyzing the theoretical basis of word embeddings, not as much effort has gone towards examining the limitations of using them in production environments
(This article is the first of a series about word embeddings as the basis for user-facing text analysis applications.)
Bitext provides semantic services including entity & phrase extraction, sentiment analysis, text categorization, lemmatization, POS tagging, language identification and other bot enhancing services.