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Welcome to the DeepNL wiki!

If you use this software, please cite this paper in your publications:

• Giuseppe Attardi. (2015). DeepNL: a Deep Learning NLP pipeline. Workshop on Vector Space Modeling for NLP, NAACL HLT 2015, Denver, Colorado (June 5, 2015).

Predefined scripts

DeepNL provides a few standalone scripts that use the library to perform some typical NLP tasks:

• POS Tagger
• NER
• Word Embeddings
• Sentiment Specific Word Embeddings
• Convolutional Network Classifier

Architecture Overview

Feature Extractors

References

1. Giuseppe Attardi. (2015). DeepNL: a Deep Learning NLP pipeline. Workshop on Vector Space Modeling for NLP, NAACL HLT 2015, Denver, Colorado (June 5, 2015).
2. Attardi, Giuseppe. (2015). Representation of Word Sentiment, Idioms and Senses. Proc. of 6th Italian Information Retrieval Workshop (IIR 2015). Cagliari.