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Volumn 177, Issue 18, 2007, Pages 3696-3717

Semantic passage segmentation based on sentence topics for question answering

Author keywords

Passage retrieval; Passage segmentation; Question answering; Semantic passages; Sentence classification; Topic assignment

Indexed keywords

INFORMATION RETRIEVAL; QUERY PROCESSING; STATISTICAL METHODS;

EID: 34250709079     PISSN: 00200255     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ins.2007.02.038     Document Type: Article
Times cited : (40)

References (41)
  • 1
    • 0002652285 scopus 로고    scopus 로고
    • Maximum entropy approach to natural language processing
    • Berger A.L., Pietar S.A., and Pietra V.J. Maximum entropy approach to natural language processing. Computational Linguistics 22 1 (1996) 39-71
    • (1996) Computational Linguistics , vol.22 , Issue.1 , pp. 39-71
    • Berger, A.L.1    Pietar, S.A.2    Pietra, V.J.3
  • 2
    • 0037481043 scopus 로고    scopus 로고
    • T. Brants, F. Chen, I. Tsochantaridis, Topic-based document segmentation with probabilistic latent semantic analysis, in: Proceedings of the 11th International Conference on Information and Knowledge management (CIKM-02), 2002, pp. 211-218.
  • 3
    • 34250700446 scopus 로고    scopus 로고
    • M. Clillet, J. Pessiot, M. Amini, P. Gallinari, Unsupervised learning with term clustering for thematic segmentation of texts, in: Proceedings of the 7th Recherche d'Information Assistée par Ordinateur (RIAO-04), 2004, pp. 1-11.
  • 4
    • 85029933081 scopus 로고    scopus 로고
    • J.P. Callan, Passage-retrieval evidence in document retrieval, in: Proceedings of 17th annual international ACM-SIGIR, 1994, pp. 302-310.
  • 5
    • 2642514779 scopus 로고    scopus 로고
    • An approach for constructing complex discriminating surfaces based on Bayesian interference of the maximum entropy
    • Chakik F.E., Shahine A., Jaam J., and Hasnah A. An approach for constructing complex discriminating surfaces based on Bayesian interference of the maximum entropy. Information Sciences 163 4 (2004) 275-291
    • (2004) Information Sciences , vol.163 , Issue.4 , pp. 275-291
    • Chakik, F.E.1    Shahine, A.2    Jaam, J.3    Hasnah, A.4
  • 6
    • 34250731217 scopus 로고    scopus 로고
    • G. Chao, M.G. Dyer, Maximum entropy models for word sense disambiguation, in: Proceedings of 19th International Conference on Computational Linguistics (COLING-02), 2002, pp. 1-7.
  • 7
    • 33646789867 scopus 로고    scopus 로고
    • H. Christensen, B. Kolluru, Y. Gotoh, S. Renals, Maximum entropy segmentation on broadcast news, in: Proceedings of the IEEE International Conference on Acoustic, Speech, and Signal Processing (ICASSP-05), 2005, pp. 1029-1032.
  • 8
    • 20544476992 scopus 로고    scopus 로고
    • M.R. Choi, J. Hur, M.G. Jang, Constructing Korean lexical concept network for encyclopedia question-answering system, in: Proceedings of IECON 2004 - 30th Annual Conference of IEEE Industrial Electronics Society, 2004, pp. 3115-3119.
  • 9
    • 34250718040 scopus 로고    scopus 로고
    • C.L.A. Clarke, G.V. Cormack, T.R. Lynam, C.M. Li, G.L. McLearn, Web reinforced question answering (MultiText experiments for TREC 2001), in: Proceedings of Text Retrieval Conference (TREC), 2001, pp. 673-679.
  • 10
    • 0001573124 scopus 로고
    • Generalized iterative scaling for log-linear models
    • Darroch J., and Ratcliff D. Generalized iterative scaling for log-linear models. The Annals of Mathematical Statistics 43 5 (1972) 1470-1480
    • (1972) The Annals of Mathematical Statistics , vol.43 , Issue.5 , pp. 1470-1480
    • Darroch, J.1    Ratcliff, D.2
  • 13
    • 34250707232 scopus 로고    scopus 로고
    • S.M. Harabagiu, S.J. Maiorano, Finding answers in large collections of texts: paragraph indexing + abductive inference, in: Proceeding of AAAI, 1999, pp. 63-71.
  • 14
    • 34250785040 scopus 로고    scopus 로고
    • M. Hearst, Multi-paragraph segmentation of expository text, in: Proceedings of the 32nd Annual meeting of the Association of Computational Linguistics (ACL-94), 1994, pp. 9-16.
  • 15
    • 84893351956 scopus 로고    scopus 로고
    • P. Hsueh, J. Moore, S. Penals, Automatic segmentation of multiparty dialogue, in: Proceeding of the 11th Conference of the European Chapter of the Association for Computational Linguistics (EACL-06), 2006, pp. 273-280.
  • 16
    • 1542287478 scopus 로고    scopus 로고
    • X. Ji, H. Zha, Domain-independent text segmentation using anisotropic diffusion and dynamic programming, in: Proceedings of 26th annual international ACM SIGIR, 2003, pp. 322-329.
  • 18
    • 33646051571 scopus 로고    scopus 로고
    • B.Y. Kang, S.H. Myaeng, Theme assignment for sentences based on head-driven patterns, in: Proceedings of 8th Conference on Text, Speech and Dialogue (TSD), 2005, pp. 187-194.
  • 20
    • 34250789132 scopus 로고    scopus 로고
    • H.-J. Kim, H.-J. Oh, C.-H. Lee, M.-G. Jang, The 3-step Answer Processing Method for Encyclopedia Question-Answering System: AnyQuestion 1.0, in: Proceedings of Asia Information Retrieval Symposium (AIRS-04), LNCS, vol. 3689, 2004, pp. 309-312.
  • 21
    • 34250734441 scopus 로고    scopus 로고
    • Z. Le, Y. Tain-shun, Filtering junk mail with a maximum entropy model, in: Proceedings of 20th International Conference on Computer Processing of Oriental Languages (ICCPOL03), 2003, pp. 446-453.
  • 22
    • 34250721016 scopus 로고    scopus 로고
    • C.K. Lee, J.H. Wang, H.J. Kim, M.G. Jang, Extracting template for knowledge-based question-answering using conditional random fields, in: Proceedings of 28th annual international ACM SIGIR Workshop on MF/IR, 2005.
  • 23
    • 33745466795 scopus 로고    scopus 로고
    • Dependency structure applied to language modeling for information retrieval
    • Lee C.K., Lee G.G., and Jang M.G. Dependency structure applied to language modeling for information retrieval. ETRI Journal 28 3 (2006) 337-346
    • (2006) ETRI Journal , vol.28 , Issue.3 , pp. 337-346
    • Lee, C.K.1    Lee, G.G.2    Jang, M.G.3
  • 24
    • 33751353906 scopus 로고    scopus 로고
    • C.K. Lee, H.J. Oh, Y.G. Hwang, S. J. Lim, M.G. Jang, et al., Fine-grained named entity recognition using conditional random fields for question answering, in: Proceedings of Asia Information Retrieval Symposium (AIRS-06), LNCS, vol. 4182, 2006, pp. 581-587.
  • 25
    • 34250730703 scopus 로고    scopus 로고
    • Y.S. Lee, Y.S. Hwang, H.C. Rim, Variable length passage retrieval for Q&A system, in: Proceedings of the 14th Hangul and Korean Information Processing, 2002, pp. 259-266.
  • 26
    • 34250736037 scopus 로고    scopus 로고
    • David D. Lewis, Representation and Learning in Information Retrieval, Ph. D. thesis, Department of Computer Science, University of Massachusetts, 1992.
  • 27
    • 34250763643 scopus 로고    scopus 로고
    • L. Li, K. Yamanishi, Topic analysis using a finite mixture model, in: Proceedings of Joint SIGDAT Conference on Empirical Methods in Natural Language Processing and Very Large Corpora, 2000, pp. 35-44.
  • 28
    • 34250700963 scopus 로고    scopus 로고
    • K. Nigam, J. Lafferty, A. McCallum, Using maximum entropy for text classification, in: Proceedings of the IJCAI-99 Workshop on Machine Learning for Information Filtering, 1999, pp. 61-67.
  • 29
    • 34250754318 scopus 로고    scopus 로고
    • R. Malouf, A comparison of algorithms for maximum entropy parameter estimation, in: Proceedings of the 6th Conference on Natural Language Learning, 2002, pp. 49-55.
  • 30
    • 84859893542 scopus 로고    scopus 로고
    • E. Matusov, J. Paters, C. Meyer, H. Ney, Topic segmentation using Markov models on section level, in: Proceedings of the IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU-03), 2003, pp. 471-476.
  • 31
    • 84992228834 scopus 로고    scopus 로고
    • E. Mittendorf, P. Schäuble, Document and passage retrieval based on hidden Markov models, in: Proceedings of 17th annual international ACM-SIGIR, 1994, pp. 318-327.
  • 33
    • 84957580701 scopus 로고    scopus 로고
    • J.M. Ponte, B. Croft, Text segmentation by topic, in: Proceedings of the 1st European Conference on Research and Advanced Technology for Digital Libraries, 1997, pp. 113-125.
  • 34
    • 34250790142 scopus 로고    scopus 로고
    • J. Reynar, Statistical models for topic segmentation, in: Proceeding of the 37th Annual Meeting of the Association for Computational Linguistics (ACL-99), 1999, pp. 1046-1053.
  • 35
    • 84966534942 scopus 로고    scopus 로고
    • S.E. Roberson, S. Walker, Some simple effective approximations to the 2-Poisson model for probabilistic weighted retrieval, in: Proceedings of 17th Annual International ACM-SIGIR, 1994, pp. 345-354.
  • 36
    • 0027720942 scopus 로고    scopus 로고
    • G. Salton, J. Allan, C. Buckely, Approaches to passage retrieval in full text information systems, in: Proceedings of 16th Annual International ACM-SIGIR, 1993, pp. 49-58.
  • 39
    • 1842479362 scopus 로고    scopus 로고
    • SeLeCT: A lexical cohesion based news story segmentation system
    • Stokes N., Carthy J., and Smeaton A.F. SeLeCT: A lexical cohesion based news story segmentation system. Journal of AI Communications 17 1 (2004) 3-12
    • (2004) Journal of AI Communications , vol.17 , Issue.1 , pp. 3-12
    • Stokes, N.1    Carthy, J.2    Smeaton, A.F.3
  • 40
    • 34250746858 scopus 로고    scopus 로고
    • E.M. Voorhees, Overview of TREC 2003 Question Answering Track, in: Proceedings of Text REtreival Conference (TREC-12), 2003, pp. 1-8.
  • 41
    • 85024373635 scopus 로고    scopus 로고
    • Y. Yang, X. Liu, A re-examination of text categorization methods, in: Proceedings of 22nd annual international ACM-SIGIR, 1999, pp. 42-49.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.