pos-tags
- 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. - Open Information Extraction in Portuguese (08 May 2017)
An example of how to perform open relationship extraction for Portuguese using only part-of-speech of tags, the rules are based on ReVerb. - Google's SyntaxNet in Python NLTK (25 Mar 2017)
This post shows how to load the output of SyntaxNet into the Python NLTK toolkit, and precisely how to instantiate a DependencyGraph object with SyntaxNet's output.
viterbi sequence-prediction scikit-learn pos-tags conditional-random-fields NER word2vec word-embeddings syntactic-dependencies neural-networks evaluation_metrics conference SyntaxNet NLTK LSTM CRF wikidata tokenization tf-idf resources relationship-extraction reference-post portuguese named-entity-recognition naive-bayes multi-label-classification maximum-entropy-markov-models logistic-regression language-models information-extraction imbalanced_data hyperparameter-optimization hidden-markov-models grid-search gensim fasttext embeddings document-classification doc2vec dependency-graph data-challenge convolutional-neural-networks classification books attention SPARQL RNN PyData KOVENS GRU