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Text Chunking Using Transformation-Based Learning

by: Lance Ramshaw, Mitch Marcus

edited by: David Yarovsky, Kenneth Church

In Proceedings of the Third Workshop on Very Large Corpora (1995), pp. 82-94.

X Abstract

Eric Brill introduced transformation-based learning and showed that it can do part-ofspeech tagging with fairly high accuracy. The same method can be applied at a higher level of textual interpretation for locating chunks in the tagged text, including non-recursive "baseNP" chunks. For this purpose, it is convenient to view chunking as a tagging problem by encoding the chunk structure in new tags attached to each word. In automatic tests using Treebank-derived data, this technique achieved ...

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