Jan Wijffels
2018-Oct-23 12:23 UTC
[R-pkgs] new R package crfsuite for building classification models in Natural Language Processing
Hello everyone, I'm happy to announce the release of a new R package on CRAN called crfsuite. The crfsuite package is an R package specific to *Natural Language Processing* and allows you to easily build and apply models for * - named entity recognition - text chunking - part of speech tagging - intent recognition or - classification of any category you have in mind* The focus of the implementation is on allowing the R user to build such models *on his/her own data.* In order to facilitate creating training data on your own data, a shiny app is made available in this R package which allows you to easily tag your own chunks of text, with your own categories, which can next be used to build a crfsuite model. The package also plays nicely together with the udpipe R package ( https://CRAN.R-project.org/package=udpipe), which you need in order to extract predictive features for your words to be used in the crfsuite model. More details at the development repository https://github.com/bnosac/crfsuite or at CRAN https://CRAN.R-project.org/package=crfsuite Hope it is useful to you. Feel free to provide feedback at https://github.com/bnosac/crfsuite best, Jan Jan Wijffels Statistician www.bnosac.be | +32 486 611708 [[alternative HTML version deleted]]