Academic Journal

Exploiting Hanja-Based Resources in Processing Korean Historic Documents Written by Common Literati

التفاصيل البيبلوغرافية
العنوان: Exploiting Hanja-Based Resources in Processing Korean Historic Documents Written by Common Literati
المؤلفون: Hyeonseok Moon, Myunghoon Kang, Jaehyung Seo, Sugyeong Eo, Chanjun Park, Yeongwook Yang, Heuiseok Lim
المصدر: IEEE Access, Vol 12, Pp 59909-59919 (2024)
بيانات النشر: IEEE, 2024.
سنة النشر: 2024
المجموعة: LCC:Electrical engineering. Electronics. Nuclear engineering
مصطلحات موضوعية: Natural language processing, deep learning, named entity recognition, sentence segmentation, ancient language processing, Electrical engineering. Electronics. Nuclear engineering, TK1-9971
الوصف: This research aims to explore the comprehension of historical Korean archives authored by common literati. Numerous endeavors have been made to study Korean historical documents; however, the majority of these endeavors focus solely on royal documents. By comparing the distinct linguistic characteristics between royal and commoner languages, this study challenges the applicability of the royal language-centric approach to commoner documents. In particular, we investigate the feasibility and limitations of existing resources that share the same writing system (Hanja) as historical Korean documents for processing Korean common literati documents. Through our investigation, we propose a simple yet effective methodology that enables the utilization of Hanja-based language resources in processing Korean common literati documents: the removal of special characters. We demonstrate that aligning characteristics of Hanja-based resources allows considerable performance improvements. To the best of our knowledge, our study represents the first research endeavor to concentrate on the comprehension of common literati documents.
نوع الوثيقة: article
وصف الملف: electronic resource
اللغة: English
تدمد: 2169-3536
Relation: https://ieeexplore.ieee.org/document/10504272/; https://doaj.org/toc/2169-3536
DOI: 10.1109/ACCESS.2024.3390181
URL الوصول: https://doaj.org/article/68b1c30130ae4c73abba799b6170b7c6
رقم الانضمام: edsdoj.68b1c30130ae4c73abba799b6170b7c6
قاعدة البيانات: Directory of Open Access Journals
الوصف
تدمد:21693536
DOI:10.1109/ACCESS.2024.3390181