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	model 2x2 block sparse model
Intent Extraction	A MultiTaskIntentModel intent extraction and slot tagging model, trained on SNIPS NLU dataset	model params
Named Entity Recognition	A NERCRF model trained on CoNLL 2003 dataset	model params
Dependency parser	Graph-based dependency parser using BiLSTM feature extractors	model
Machine comprehension	Match LSTM model trained on SQuAD dataset	model data
Word chunker	A word chunker model trained on CoNLL 2000 dataset	model params

References

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