search

statsmaths / cleanNLP

R package providing annotators and a normalized data model for natural language processing
GNU Lesser General Public License v2.1
209 stars 36 forks source link

custom model #39

Closed fahadshery closed 5 years ago

fahadshery commented 5 years ago

Hi again,

sorry to keep opening these tickets. But i think it is important.

Is there a way we could build and train our own NER model and use it through this package? If not then how could we get it on this package? The built-in models are not suitable for my work area.

Thanks

jwijffels commented 5 years ago

You can use the crfsuite R package for this: https://github.com/bnosac/crfsuite

fahadshery commented 5 years ago

This is great but struggling to load shinyApp on both windows and Mac

statsmaths commented 5 years ago

The easiest way to load your own models inside of cleanNLP would probably be building them in spacy and loading the new spacy model with cnlp_init_spacy. Otherwise as @jwijffels mentions, another package more focused on model building might be more appropriate if you want to only work within R (and not build the models in Python).