Automatic semantic role labeling in FrameNet

Question

I would like to do automatic semantic role labeling in FrameNet Lexicon using some machine learning methods. Could you please suggest me some java packages most suitable for this project?

Answer 1

Mate-tools and SEMAFOR are available and are both written in Java. The latter requires a large memory. The former uses Propbank style, but you can derive the roles.

Answer 2

University of Illinois (UIUC) has a good Semantic Role Labeler which uses PropBank.