CODEWITHSUNDEEP
javaparsingmachine-learningnlpstanford-nlp
S Gaber
S Gaber

Reputation: 1560

Text simplification using machine learning

I'm through a project which is about text simplification, there are several open sources which provide the parser of text such as Stanford parser. wondering if there any parser which is able to parse a text using machine learning!

Upvotes: 2

Views: 693

Answers (1)

vikas
vikas

Reputation: 1558

OpenNLP is a very good open source library for this. You can train this library to generate a model specific to your needs using many specific machine learning algorithms such MaxEnt. You can also see this discussion.

While OpenNLP is with Apache license, there is another tool called LingPipe which also provides similar functionality but different license.

Mahout is also a good library for machine learning, however, for that you need extract features from text using some other parser or your own implementation. Mahout needs features for learning.

Tutorials: 1. OpenNLP Tutorials 2. LingPipe Tutorials

Upvotes: 1

Related Questions