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Benedict Geng

Supervisor of Master's Candidates
Name (Simplified Chinese):Benedict Geng
Name (English):Benedict Geng
Name (Pinyin):gengyundong
Administrative Position:外国语学院副院长
Professional Title:Associate professor
Status:Employed
Education Level:With Certificate of Graduation for Doctorate Study
Degree:博士
Business Address:人文楼附楼A108
E-Mail:
Alma Mater:南京大学
Teacher College:College of Foreign Languages
School/Department:外国语学院
Discipline:Linguistics and Applied Linguistics in Foreign Languages    
Other Contact Information:

Email:

Paper Publications
面向数字人文的中国古代典籍词性自动标注研究——以SikuBERT预训练模型为例
Release time:2023-02-14    Hits:

Affiliation of Author(s):外国语学院

Teaching and Research Group:英文系

Journal:图书馆论坛

Key Words:词性,自动标注,数字人文,SikuBERT,预训练技术

Abstract:在深度学习技术和预训练语言模型不断发展背景下,文章探讨面向数字人文研究需求的古文典籍文本词性自动标注问题。以校验后的高质量《四库全书》全文语料作为训练集,构建SikuBERT预训练语言模型,在源自多领域的16部古文典籍文本上开展词性自动标注实验。结果表明:SikuBERT预训练语言模型在词性自动标注任务中表现优良,词性标签总体预测准确率达到89.64%。文章还展示了单机版“SIKU-BERT典籍智能处理系统”的词性自动标注功能设计及应用。

Note:CSSCI来源期刊论文

Co-author:刘欢,张逸勤

First Author:耿云冬

Indexed by:Journal paper

Correspondence Author:王东波

Discipline:

Document Type:J

Volume:42

Issue:6

Page Number:55-63

Translation or Not:no

Date of Publication:2021-09-13