News abridgement algorithm based on word alignment and syntactic parsing

Min Yu*, Huaping Zhang, Yu Zhang, Yang Qiao, Zhonghua Zhao, Yueying He

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

The rapid development of new media results in a lot of redundant information, increasing the difficulty of quickly obtaining useful information and browsing simplified messages on portable devices. Thus emerges the automatic news abridgement technology. We propose a novel method of word alignment, aiming at news headlines, applying the combination method of statistics and rules to intelligent abridgement. And a new framework based on the combination of sentence abridgement and sentence selection to generate the abridgement result of news contents, abridging the original text to the word limit, in order to achieve the uttermost conservation of the original meaning. Meanwhile, for a fair and intelligent evaluation, this paper presents an evaluation method of automatic summarization specific to sentence abridgement techniques. Experimental results show that the proposed methods are feasible, and able to automatically generate coherent and representative summaries of given news with high density.

源语言英语
主期刊名Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data - 15th China National Conference, CCL 2016 and 4th International Symposium, NLP-NABD 2016, Proceedings
编辑Maosong Sun, Zhiyuan Liu, Yang Liu, Hongfei Lin, Xuanjing Huang
出版商Springer Verlag
313-323
页数11
ISBN(印刷版)9783319476735
DOI
出版状态已出版 - 2016
活动15th China National Conference on Chinese Computational Linguistics, CCL 2016 and 4th International Symposium on Natural Language Processing Based on Naturally Annotated Big Data, NLP-NABD 2016 - Yantai, 中国
期限: 15 10月 201616 10月 2016

出版系列

姓名Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
10035 LNAI
ISSN(印刷版)0302-9743
ISSN(电子版)1611-3349

会议

会议15th China National Conference on Chinese Computational Linguistics, CCL 2016 and 4th International Symposium on Natural Language Processing Based on Naturally Annotated Big Data, NLP-NABD 2016
国家/地区中国
Yantai
时期15/10/1616/10/16

指纹

探究 'News abridgement algorithm based on word alignment and syntactic parsing' 的科研主题。它们共同构成独一无二的指纹。

引用此

Yu, M., Zhang, H., Zhang, Y., Qiao, Y., Zhao, Z., & He, Y. (2016). News abridgement algorithm based on word alignment and syntactic parsing. 在 M. Sun, Z. Liu, Y. Liu, H. Lin, & X. Huang (编辑), Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data - 15th China National Conference, CCL 2016 and 4th International Symposium, NLP-NABD 2016, Proceedings (页码 313-323). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 10035 LNAI). Springer Verlag. https://doi.org/10.1007/978-3-319-47674-2_26