Lattice-based tagging using support vector machines

CIKM, pp. 303-308, 2003.

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Keywords:
joint transitionnon-local featuresupport vector machinetagging algorithmentity recognitionMore(6+)

Abstract:

Tagging algorithms have become increasingly important for identifying lexical and semantic features of unstructured text. We describe an approach to lattice-based tagging that estimates joint transition and emission probabilities using support vector machines. The technique offers several advantages over alternative methods, including the...More

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