• Google's SyntaxNet - HTTP API for Portuguese (22 Jul 2017)
    How to set up a SyntaxNet HTTP endpoint for any language, and how to submit text to be tagged through Python, this post shows an example for Portuguese, but can easily be adapted to any other supported language.

  • Google's SyntaxNet in Python NLTK (25 Mar 2017)
    This post shows how to load the output of SyntaxNet into Python NLTK toolkit, precisely how to instantiate a DependencyGraph object with SyntaxNet's output.

pos-tags viterbi sequence-prediction scikit-learn syntactic-dependencies conditional-random-fields SyntaxNet NLTK NER word2vec tokenization tf-idf stanford-NER relationship-extraction named-entity-recognition naive-bayes multi-label-classification maximum-entropy-markov-models logistic-regression information-extraction hyperparameter-optimization hidden-markov-models grid-search gensim evaluation_metrics document-classification doc2vec dependency-graph PyData