IllinoisSL: A JAVA Library for Structured Prediction
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.
- Publication:
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arXiv e-prints
- Pub Date:
- September 2015
- DOI:
- arXiv:
- arXiv:1509.07179
- Bibcode:
- 2015arXiv150907179C
- Keywords:
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- Computer Science - Machine Learning;
- Computer Science - Computation and Language;
- Statistics - Machine Learning
- E-Print:
- http://cogcomp.cs.illinois.edu/software/illinois-sl