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?

@eowl , thanks for this link.Seems very useful. – thetna Dec 18 '11 at 11:37 — thetna, Dec 18 '11 at 11:37

score 6 · Answer 1 · answered Dec 19 '11 at 13:20

6

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.

answered Dec 19 '11 at 13:20

Kenston Choi

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Hi Kenston, im really looking into using these packages, but i cant find any documentation on this, i also posted a question on this in http://stackoverflow.com/questions/22937922/automatic-semantic-role-labeling-asrl-in-java-using-frame-net-in-java , is there any change you could share some java code examples? – Yehoshaphat Schellekens May 19 '14 at 07:43
For Mate-Tools, you may refer to my comment in a related question: http://stackoverflow.com/a/11028562/241379 – Kenston Choi May 19 '14 at 10:08
Thanks, ill try using the source code, i it OK if ill ask some questions in case thinks go messy? – Yehoshaphat Schellekens May 19 '14 at 10:13
Sure, this is encouraged in SO. – Kenston Choi May 20 '14 at 04:11

score 5 · Answer 2 · answered Mar 04 '13 at 04:08

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

answered Mar 04 '13 at 04:08

mayhewsw

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Automatic semantic role labeling in FrameNet

2 Answers2