Impact of linguistic analysis on the semantic graph coverage and learning of document extracts

Proceedings of the National Conference on Artificial Intelligence

Volumn 3, Issue , 2005, Pages 1069-1074

  Leskovec, Jure ^a,c   Milic Frayling, Natesa ^b   Grobelnik, Marko ^c  

^a CARNEGIE MELLON UNIVERSITY   (United States)

^b MICROSOFT RESEARCH   (United Kingdom)

^c JO EF STEFAN INSTITUTE   (Slovenia)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION (OF INFORMATION); GRAPH THEORY; INFORMATION RETRIEVAL SYSTEMS; LEARNING SYSTEMS; PROBLEM SOLVING; SEMANTICS;

AUTOMATIC DOCUMENT SUMMARIZATION; DOCUMENT SEMANTIC GRAPH STRUCTURE; SEMANTIC GRAPH REPRESENTATIONS; SUPPORT VECTOR MACHINES (SVM);

LINGUISTICS;

EID: 29344467221     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. Document Understanding Conference, http://tides.nist.gov
2. Hasler, L., Orasan, C. and Mitkov, R. 2003. Building better corpora for summarization. Corpus Linguistics '03.
3. Heidron, E.G. 2000. Intelligent Writing Assistance. In Handbook of Natural Language Processing. Eds. Robert Dale, Herman Moisl, and Harold Somers, Marcel Dekker.
4. Kupiec, J., Pederson, J. & Chen, F. 1995. A Trainable Document Summarizer In Proc. of SIGIR '95.
5. Leskovec, J., Milic-Frayling, N., and Grobelnik, M. 2005. Extracting Summary Sentences Based on the Document Semantic Graph. Microsoft Technical Report TR-2005-07.
6. Mani, I. and Bloedorn, E. 1998. Machine Learning of Generic and User-Focused Summarization. AAAI'98.
7. Marcu, D. 1999. The automatic construction of large-scale corpora for summarization research. SIGIR '99.
8. Mihalcea, R. 2004. Graph-based ranking algorithms for sentence extraction, applied to text summarization.ACL '04.
9. Page, L., Brin, S., Motwani, R. and Winograd T. 1998. The PageRank citation ranking: Bringing order to the web. Digital libraries project report, Stanford University.
10. Salton, G., Allan J., Buckley C., & Singhal A. 1994. Automatic Analysis, Theme Generation, and Summarization of Machine-Readable Texts. Science, 264.
11. Vanderwende, L., Banko, M., and Menezes, A. 2004. Event-Centric Summary Generation. DUC'04.