Browse > Article
http://dx.doi.org/10.3745/KIPSTB.2005.12B.6.691

Sentence Compression of Headline-style Abstract for Displaying in Small Devices  

Lee, Kong-Joo (충남대학교 전기정보통신공학부)
Abstract
In this paper, we present a pilot system that tn compress a Korean sentence automatically using knowledge extracted from news articles and their headlines. A sot of compressed sentences can be presented as an abstraction of a document. As a compressed sentence is of headline-style, it could be easily displayed on small devices, such as mobile phones and other handhold devices. Our compressing system has shown to be promising through a preliminary experiment.
Keywords
Sentence Compression; Document Summarization; Mobile Device; News Headline;
Citations & Related Records
연도 인용수 순위
  • Reference
1 맹성현, 장동현, 송사광, 김지영, 이석훈, 이응봉, 이준호, 서정현, (1999) '정보검색 테스트 컬렉션 구축 및 유효성 평가', 제11회 한글 및 한국어 정보처리 학술대회 학술지
2 Dorr, Bonnie, Zajic, D., and Schwartz R. (2003). 'Hedge Trimmer: A Parse-and-Trim Approach to Headline Generation.' Proc. of the HLT-NAACL 2003 Text Summarization Workshop   DOI
3 Chung, H. and Rim, H.-C. (2003). 'A New Probabilistic Dependency Parsing Model for Head-final, Free Word-order Languages.' IEICE Trans. on Information and Systems, vol. E86-D, no. 11
4 Collins, M. (1999). Head-Driven Statistical Models for Natural Language Parsing, Ph.D. Thesis. Department of Computer and Information Science, University of Pennsylvania
5 Gaifman, H. (1965). 'Dependency Systems and Phrase-structure Systems.' Information and Control, 8:304-307   DOI
6 Hovy, E. and Lin, C.-Y. (1999). 'Automated Text Summarization in SUMMARIST system.' Eds. I. Mani and M. T. Maybury, Advances in Automatic Text Summarization. MIT Press. pp.81-94
7 Kato, Y., Matsubara, S., Toyama, K., and Inagaki, Y. (2001). 'Efficient Incremental Dependency Parsing.' Proceedings of IWPT 2001
8 Knight, K. and Marcu, D. (2002). 'Summarization Beyond Sentence Extraction: A Probabilistic Approach to Sentence Compression.' Artificial Intelligence, 139:91-107   DOI   ScienceOn
9 Lee, K. J., Kim, J.-H., Han, Y. S. and G. C. Kim (1997). 'Restricted Representation of Phrase Structure Grammar for Building a Tree Annotated Corpus of Korean.' Natural Language Engineering, vol. 3, part 2&3, pp. 215-230   DOI   ScienceOn
10 Manning, C. D. and Schutze, Hinrich. (1999), Foundations of Statistical Natural Language Processing, The MIT Press
11 Mani, I. and Maybury, M. T. (1999). Advances in Automatic Text Summarization, The MIT Press
12 Vandeghinste, V. and Tjong Kim Sang, E. (2004). 'Using a Parallel Transcript/Subtitle Corpus for Sentence Compression.' Proceedings of LREC2004. ELRA. Paris
13 Wasson, M. (1998). 'Using leading text for news summaries: Evaluation Results and Implications for Commercial Summarization Applications.' Proceedings of COLING-ACL 98, pp. 1364-1368   DOI
14 Yang, C. C. and Wang, F. L. (2003). 'Fractal Summarization: Summarization Based on Fractal Theory.' Proceedings of SIGIR 2003, pp. 391-392   DOI
15 Yoshihiro, U, Mamiko, O., Takahiro, K., and Tadanobu, M. (2000) 'Toward the at-a-glance Summary: Phrase-representation Summarization Method.' Proceedings of the International Conference on Computational Linguistics, pp. 878-884   DOI