Semantic Role Labeling System Using SVM

Question

Can anyone please tell me a working SRL(Semantic Role Labeling) based on SVM classifier? Python or Java preferred.

My intention is to learn how the features in the sentences are represented as vectors, given a predicate verb.

Many thanks!

Answer 1

Semantic Role Labeling is not a simple problem, you can't solve it using a black-box solution. You should go through different steps where you have different choices.

As first guess, you can check ProbBank (Ntlk/Python), Senna, unified verb index. These r good projects to check. But non of these use svm.