Details about architectures

[maciejbiesek]

I'm wondering if could you specify what kind of architectures you used in this project? Based on recurrent networks, CRFs, etc.? :)

[ryszardtuora]

For the present version we've used the implementations of the tagger, dependency parser and NER native to spaCy. I haven't had much luck finding the details about their architecture, but here are some links:
https://explosion.ai/blog/deep-learning-formula-nlp
https://www.aclweb.org/anthology/D15-1162/

Morfeusz2 is dictionary based.
Additionally, in a matter of days we plan to release a version with a new tagger, based on BiLSTM which allows for full morphological tagging. Stay tuned! :)

[maciejbiesek]

Thank you very much! :)