کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
10998006 1365117 2018 15 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
On constituent chunking for Turkish
ترجمه فارسی عنوان
در ترکیه مشروط بر تشکیلات
کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر نرم افزارهای علوم کامپیوتر
چکیده انگلیسی
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.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Information Processing & Management - Volume 54, Issue 6, November 2018, Pages 1262-1276
نویسندگان
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