Linguistically motivated features for enhanced back-of-the-book indexing

ACL-08: HLT - 46th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference

Volumn , Issue , 2008, Pages 932-940

  Csomai, Andras ^a   Mihalcea, Rada ^a  

^a UNIVERSITY OF NORTH TEXAS   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

INDEX CONSTRUCTION; ONLINE ENCYCLOPEDIA; SYNTACTIC PATTERNS;

COMPUTATIONAL LINGUISTICS;

AUTOMATIC INDEXING;

EID: 78649983022     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (19)

1. S. Brin and L. Page. 1998. The anatomy of a large-scale hypertextual Web search engine. Computer Networks and ISDN Systems, 30(1-7).
2. A. Csomai and R. Mihalcea. 2006. Creating a testbed for the evaluation of automatically generated back-ofthe- book indexes. In Proceedings of the International Conference on Computational Linguistics and Intelligent Text Processing, pages 19-25, Mexico City.
3. A. Csomai and R. Mihalcea. 2007. Investigations in unsupervised back-of-the-book indexing. In Proceedings of the Florida Artificial Intelligence Research Society, Key West.
4. D. Feng, J. Kim, E. Shaw, and E. Hovy. 2006. Towards modeling threaded discussions through ontologybased analysis. In Proceedings of National Conference on Artificial Intelligence.
5. E. Frank, G. W. Paynter, I. H. Witten, C. Gutwin, and C. G. Nevill-Manning. 1999. Domain-specific keyphrase extraction. In Proceedings of the 16th International Joint Conference on Artificial Intelligence.
6. M. E. Funk and C.A. Reid. 1983. Indexing consistency in medline. Bulletin of the Medical Library Association, 71(2).
7. A. Hulth. 2003. Improved automatic keyword extraction given more linguistic knowledge. In Proceedings of the 2003 Conference on Empirical Methods in Natural Language Processing, Japan, August.
8. W. Kintsch. 1998. Comprehension: A paradigm for cognition. Cambridge Uniersity Press.
9. M. Kubat and S. Matwin. 1997. Addressing the curse of imbalanced training sets: one-sided selection. In Proceedings of the 14th International Conference on Machine Learning.
10. T. K. Landauer, P. Foltz, and D. Laham. 1998. Introduction to latent semantic analysis. Discourse Processes, 25.
11. C. Manning and H. Schutze. 1999. Foundations of Natural Language Processing. MIT Press.
12. O. Medelyan and I. H. Witten. 2006. Thesaurus based automatic keyphrase indexing. In Proceedings of the Joint Conference on Digital Libraries.
13. M. Munoz, V. Punyakanok, D. Roth, and D. Zimak. 1999. A learning approach to shallow parsing. In Proceedings of the Conference on Empirical Methods for Natural Language Processing.
14. P. Pecina and P. Schlesinger. 2006. Combining association measures for collocation extraction. In Proceedings of the COLING/ACL 2006 Main Conference Poster Sessions, pages 651-658, Sydney, Australia.
15. G. Salton and C. Buckley. 1997. Term weighting approaches in automatic text retrieval. In Readings in Information Retrieval. Morgan Kaufmann Publishers, San Francisco, CA.
16. H. Schutze. 1998. The hypertext concordance: a better back-of-the-book index. In Proceedings of Computerm, pages 101-104.
17. P. Turney and M. Littman. 2003. Measuring praise and criticism: Inference of semantic orientation from association. ACM Transactions on Information Systems, 4(21):315-346.
18. P. Turney. 1999. Learning to extract keyphrases from text. Technical report, National Research Council, Institute for Information Technology.
19. G. Weiss and F. Provost. 2001. The effect of class distribution on classifier learning. Technical Report ML-TR 43, Rutgers University.