Electrical Engineering
      and Computer Sciences

Electrical Engineering and Computer Sciences


UC Berkeley


2009 Research Summary

Prototype Sequence Modeling Toolkit (Prototypes)

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Aria Delier Haghighi and Daniel Klein

The Prototype Sequence Modeling Toolkit (PSMT) is a software package that allows for the creation of arbitrary sequence models which only require un-annotated text in addition to a prototype file. A prototype file is a high-level declaration of the set of labels for the model as well as prototypical examples of those labels.

A. Haghighi and D. Klein, "Protoype-Driven Learning for Sequence Models," Proceedings of HLT-NAACL, 2006.