NLP Architect Model Zoo

Model Description Links
Sparse GNMT 90% sparse GNMT model and a 2x2 block sparse translating German to English trained on Europarl-v7 [1] , Common Crawl and News Commentary 11 datasets
Intent Extraction A MultiTaskIntentModel intent extraction and slot tagging model, trained on SNIPS NLU dataset
Named Entity Recognition A NERCRF model trained on CoNLL 2003 dataset
Dependency parser Graph-based dependency parser using BiLSTM feature extractors model
Machine comprehension Match LSTM model trained on SQuAD dataset
Word chunker A word chunker model trained on CoNLL 2000 dataset


[1]Europarl-v7: A Parallel Corpus for Statistical Machine Translation, Philipp Koehn, MT Summit 2005