Enhancing extraction based summarization with outside word space

IJCNLP 2011 - Proceedings of the 5th International Joint Conference on Natural Language Processing

Volumn , Issue , 2011, Pages 1062-1070

  Smith, Christian ^a   Jönsson, Arne ^a  

^a Santa Anna IT Research Institute   (Sweden)

Author keywords

[No Author keywords available]

Indexed keywords

NATURAL LANGUAGE PROCESSING SYSTEMS; VECTOR SPACES; VECTORS;

DOCUMENT-BASED; PAGE RANKS; PERFORMANCE; PERFORMANCE ROBUSTNESS; RANDOM INDEXING; SPACE MODELS; SPACE-BASED; VECTOR SIMILARITY; WORD SPACES; WORD VECTORS;

EXTRACTION;

EID: 84908522127     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (24)

1. Sergey Brin and Lawrence Page. 1998. The anatomy of a large-scale hypertextual web search engine. Computer Networks and ISDN Systems, 30(1-7):107-117.
2. Nilhadri Chatterjee and Shiwali Mohan. 2007. Extraction-based single-document summarization using random indexing. In Proceedings of the 19th IEEE international Conference on Tools with Artificial intelligence - (ICTAI 2007), pages 448-455.
3. Hercules Dalianis. 2000. Swesum - a text summarizer for swedish. Technical Report TRITA-NA-P0015, IPLab-174, NADA, KTH, Sweden.
4. Eva Ejerhed, Gunnel Källgren, and Benny Brodda. 2006. Stockholm umeå corpus version 2.0.
5. Lars Eldén. 2007. Matrix Methods in Data Mining and Pattern Recognition. Society for Industrial & Applied Mathematics (SIAM).
6. Thérese Firmin and Michael J Chrzanowski, 1999. An Evaluation of Automatic Text Summarization Systems, volume 6073, pages 325-336. SPIE.
7. George Giannakopoulos, Vangelis Karkaletsis, George Vouros, and Panagiotis Stamatopoulos. 2008. Summarization system evaluation revisited: N-gram graphs. ACM Transactions on Speech Language Processing, 5(3):1-39.
8. George Giannakopoulos. 2009. Automatic Summarization from Multiple Documents. Ph.D. thesis, University of the Aegean.
9. Genevieve Gorrell. 2006. Generalized Hebbian Algorithm for Dimensionality Reduction in Natural Language Processing. Ph.D. thesis, Linköping University.
10. Pär Gustavsson and Arne Jönsson. 2010. Text summarization using random indexing and pagerank. In Proceedings of the third Swedish Language Technology Conference (SLTC-2010), Linköping, Sweden.
11. Martin Hassel. 2007. Resource Lean and Portable Automatic Text Summarization. Ph.D. thesis, ISRNKTH/CSC/A-07/09-SE, KTH, Sweden.
12. Martin Hassel. 2011a. Java random indexing toolkit, January 2011. http://www.csc.kth.se/~xmartin/java/.
13. Martin Hassel. 2011b. Kth extract corpus (kthxc), January 2011. http://www.nada.kth.se/~xmartin/.
14. Derrick Higgins and Jill Burstein. 2007. Sentence similarity measures for essay coherence. In Proceedings of the 7th International Workshop on Computational Semantics (IWCS), Tilburg, The Netherlands.
15. Arne Jönsson, Mimi Axelsson, Erica Bergenholm, Bertil Carlsson, Gro Dahlbom, Pär Gustavsson, Jonas Rybing, and Christian Smith. 2008. Skim reading of audio information. In Proceedings of the The second Swedish Language Technology Conference (SLTC-08), Stockholm, Sweden.
16. Pentii Kanerva. 1988. Sparse distributed memory. Cambridge MA: The MIT Press.
17. Jussi Karlgren and Magnus Sahlgren. 2001. From words to understanding. In Y. Uesaka, P.Kanerva, and H. Asoh, editors, Foundations of Real-World Intelligence, chapter 26, pages 294-308. Stanford: CSLI Publications.
18. Chin-yew Lin. 2004. Rouge: a package for automatic evaluation of summaries. pages 25-26.
19. Rada Mihalcea and Paul Tarau. 2004. TextRank: Bringing order into texts. In Conference on Empirical Methods in Natural Language Processing, Barcelona, Spain.
20. Rada Mihalcea. 2004. Graph-based ranking algorithms for sentence extraction, applied to text summarization. In Proceedings of the ACL 2004 on Interactive poster and demonstration sessions, ACLdemo'04, Morristown, NJ, USA. Association for Computational Linguistics.
21. Daniel Ridings. 2011. Parole corpus at språkbanken. http://spraakbanken.gu.se/parole/.
22. Magnus Sahlgren. 2005. An Introduction to Random Indexing. Methods and Applications of Semantic Indexing Workshop at the 7th International Conference on Terminology and Knowledge Engineering, TKE 2005.
23. Magnus Sahlgren. 2006. The Word-Space Model: Using distributional analysis to represent syntagmatic and paradigmatic relations between words in high-dimensional vector spaces. Ph.D. thesis, Stockholm University, Department of Linguistics.
24. Christian Smith and Arne Jönsson. 2011. Automatic summarization as means of simplifying texts, an evaluation for swedish. In Proceedings of the 18th Nordic Conference of Computational Linguistics (NoDaLiDa-2010), Riga, Latvia.