Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
10998006 | Information Processing & Management | 2018 | 15 Pages |
Abstract
In addition to comparing tagging schemas, we performed four analyses. Along with the examination of window size, which is a parameter of CRF, it is adequate to select and accept this value as 3. A comparison of the evaluation measures for chunking revealed that F-score was a more balanced measure in contrast to token accuracy and sentence accuracy. As a result of the feature analysis, syntactic features improves chunking performance significantly under all conditions. Yet when withdrawing these features, a pronounced difference between OB and OE is forthcoming. In addition, flexibility analysis shows that OE is more successful in different data.
Keywords
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Physical Sciences and Engineering
Computer Science
Computer Science Applications
Authors
Ozkan Aslan, Serkan Gunal, Bekir Taner Dincer,