English

IllinoisSL: A JAVA Library for Structured Prediction

Machine Learning 2015-09-25 v1 Computation and Language Machine Learning

Abstract

IllinoisSL is a Java library for learning structured prediction models. It supports structured Support Vector Machines and structured Perceptron. The library consists of a core learning module and several applications, which can be executed from command-lines. Documentation is provided to guide users. In Comparison to other structured learning libraries, IllinoisSL is efficient, general, and easy to use.

Cite

@article{arxiv.1509.07179,
  title  = {IllinoisSL: A JAVA Library for Structured Prediction},
  author = {Kai-Wei Chang and Shyam Upadhyay and Ming-Wei Chang and Vivek Srikumar and Dan Roth},
  journal= {arXiv preprint arXiv:1509.07179},
  year   = {2015}
}

Comments

http://cogcomp.cs.illinois.edu/software/illinois-sl

R2 v1 2026-06-22T11:04:07.137Z