I've a Machine Learning and Deep Learning startup, where we work with Natural Language Processing, and tools like "word2vec". I use Scikit-learn for Clustering and Classifiation algorithms (SVM, Naive Bayes, k-means), NLTK (doing own corpus or using existent ones, stemming, lemming), Stanford Entity Finder and Gensim (fastest implementation of Word2Vec).