Software

From LEARN

Structured Learning

Java-based machine learning framework for structured problems. It includes an implementation of structured perceptrons inspired on Collins' work and several improvements from other works. For instance,

• Two instances of the framework, for sequence labeling and dependency parsing problems.
• Large margin learning based on loss-augmented inference.
• Partially labeled learning based on transductive learning.