NLTK
- 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 evaluation_metrics conditional-random-fields NER word2vec word-embeddings triplet-loss syntactic-dependencies sentence-transformers relationship-extraction neural-networks fine-tuning embeddings coursera conference classification SyntaxNet NLTK LSTM CRF wikidata transformers tokenization tf-idf text-summarisation semantic-web resources reference-post production portuguese political-science named-entity-recognition naive-bayes multi-label-classification monitoring mlops metrics maximum-entropy-markov-models logistic-regression llms language-models information-extraction imbalanced_data hyperparameter-optimization hidden-markov-models grid-search gensim generative-ai fasttext document-classification doc2vec deployment dependency-graph dataset data-challenge convolutional-neural-networks contrastive-learning books attention SPARQL RNN PyData KOVENS GRU