메뉴 건너뛰기




Volumn , Issue , 2008, Pages 253-262

Kernel methods, syntax and semantics for relational text categorization

Author keywords

Kernel methods; Natural language processing; Question answering; Support vector machines; Text categorization

Indexed keywords

ANSWER CLASSIFICATION; BAG OF WORDS; DOCUMENT RETRIEVAL; HIGH RELIABILITY; KERNEL METHODS; LANGUAGE MODEL; NATURAL LANGUAGE PROCESSING; QUESTION ANSWERING; RELATIONAL SEMANTICS; SEMANTIC STRUCTURES; STATISTICAL MODELS; SYNTACTIC STRUCTURE; TEXT CATEGORIZATION; TEXT FRAGMENTS;

EID: 70349257998     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1458082.1458118     Document Type: Conference Paper
Times cited : (83)

References (44)
  • 1
    • 4244022156 scopus 로고    scopus 로고
    • Natural language processing for information retrieval
    • tutorial notes
    • J. Allan. Natural language processing for information retrieval. In NAACL/ANLP (tutorial notes), 2000.
    • (2000) NAACL/ANLP
    • Allan, J.1
  • 5
    • 70349255315 scopus 로고    scopus 로고
    • Introduction to the CoNLL-2005 shared task: SRL
    • X. Carreras and L. Màrquez. Introduction to the CoNLL-2005 shared task: SRL. In CoNLL, 2005.
    • (2005) CoNLL
    • Carreras, X.1    Màrquez, L.2
  • 6
    • 36448990556 scopus 로고    scopus 로고
    • Reranking answers from definitional QA using language models
    • Y. Chen, M. Zhou, and S. Wang. Reranking answers from definitional QA using language models. In ACL'06, 2006.
    • (2006) ACL'06
    • Chen, Y.1    Zhou, M.2    Wang, S.3
  • 7
    • 33646057547 scopus 로고    scopus 로고
    • New ranking algorithms for parsing and tagging: Kernels over discrete structures, and the voted perceptron
    • M. Collins and N. Duffy. New ranking algorithms for parsing and tagging: Kernels over discrete structures, and the voted perceptron. In ACL'02, 2002.
    • (2002) ACL'02
    • Collins, M.1    Duffy, N.2
  • 8
    • 70349249078 scopus 로고    scopus 로고
    • The effect of document retrieval quality on factoid QA performance
    • New York, NY, USA
    • K. Collins-Thompson, J. Callan, E. Terra, and C. L. Clarke. The effect of document retrieval quality on factoid QA performance. In SIGIR'04, New York, NY, USA, 2004.
    • (2004) SIGIR'04
    • Collins-Thompson, K.1    Callan, J.2    Terra, E.3    Clarke, C.L.4
  • 9
    • 70349242830 scopus 로고    scopus 로고
    • Generic soft pattern models for definitional QA
    • Salvador, Brazil, ACM
    • H. Cui, M. Kan, and T. Chua. Generic soft pattern models for definitional QA. In SIGIR'05, Salvador, Brazil, 2005. ACM.
    • (2005) SIGIR'05
    • Cui, H.1    Kan, M.2    Chua, T.3
  • 10
    • 85144480129 scopus 로고    scopus 로고
    • Dependency Tree Kernels for Relation Extraction
    • Barcelona, Spain
    • A. Culotta and J. Sorensen. Dependency Tree Kernels for Relation Extraction. In ACL04, pages 423-429, Barcelona, Spain, 2004.
    • (2004) ACL04 , pp. 423-429
    • Culotta, A.1    Sorensen, J.2
  • 11
    • 1942485292 scopus 로고    scopus 로고
    • Kernel Methods for Relational Learning
    • Washington, DC, USA
    • C. Cumby and D. Roth. Kernel Methods for Relational Learning. In Proceedings of ICML 2003, pages 107-114, Washington, DC, USA, 2003.
    • (2003) Proceedings of ICML , pp. 107-114
    • Cumby, C.1    Roth, D.2
  • 15
    • 0002714543 scopus 로고    scopus 로고
    • Making large-scale SVM learning practical
    • B. Schölkopf, C. Burges, and A. Smola, editors
    • T. Joachims. Making large-scale SVM learning practical. In B. Schölkopf, C. Burges, and A. Smola, editors, Advances in Kernel Methods-Support Vector Learning, 1999.
    • (1999) Advances in Kernel Methods-Support Vector Learning
    • Joachims, T.1
  • 16
    • 33746032812 scopus 로고    scopus 로고
    • The framenet tagset for frame-semantic and syntactic coding of predicate-argument structures
    • C. R. Johnson and C. J. Fillmore. The framenet tagset for frame-semantic and syntactic coding of predicate-argument structures. In ANLP-NAACL'00, pages 56-62, 2000.
    • (2000) ANLP-NAACL'00 , pp. 56-62
    • Johnson, C.R.1    Fillmore, C.J.2
  • 17
    • 80053275652 scopus 로고    scopus 로고
    • Speeding up Training with Tree Kernels for Node Relation Labeling
    • Toronto, Canada
    • J. Kazama and K. Torisawa. Speeding up Training with Tree Kernels for Node Relation Labeling. In Proceedings of EMNLP 2005, pages 137-144, Toronto, Canada, 2005.
    • (2005) Proceedings of EMNLP , pp. 137-144
    • Kazama, J.1    Torisawa, K.2
  • 18
    • 70349244411 scopus 로고    scopus 로고
    • NTT Question Answering system in TREC 2001
    • H. Kazawa, H. Isozaki, and E. Maeda. NTT Question Answering system in TREC 2001. In TREC'01, 2001.
    • (2001) TREC'01
    • Kazawa, H.1    Isozaki, H.2    Maeda, E.3
  • 20
    • 70349241288 scopus 로고    scopus 로고
    • T. Kudo and Y. Matsumoto. Fast Methods for Kernel-Based Text Analysis. In E. Hinrichs and D. Roth, editors, Proceedings of ACL, pages 24-31, 2003.
    • T. Kudo and Y. Matsumoto. Fast Methods for Kernel-Based Text Analysis. In E. Hinrichs and D. Roth, editors, Proceedings of ACL, pages 24-31, 2003.
  • 21
    • 84859905769 scopus 로고    scopus 로고
    • Boosting-based parse reranking with subtree features
    • Ann Arbor, Michigan
    • T. Kudo, J. Suzuki, and H. Isozaki. Boosting-based parse reranking with subtree features. In Proceedings of ACL'05, Ann Arbor, Michigan, 2005.
    • (2005) Proceedings of ACL'05
    • Kudo, T.1    Suzuki, J.2    Isozaki, H.3
  • 22
    • 0027001621 scopus 로고
    • An evaluation of phrasal and clustered representations on a text categorization task
    • Kobenhavn, DK
    • D. D. Lewis. An evaluation of phrasal and clustered representations on a text categorization task. In Proceedings of SIGIR-92, pages 37-50, Kobenhavn, DK, 1992.
    • (1992) Proceedings of SIGIR-92 , pp. 37-50
    • Lewis, D.D.1
  • 23
    • 38149138969 scopus 로고    scopus 로고
    • Learning question classifiers: The role of semantic information
    • X. Li and D. Roth. Learning question classifiers: the role of semantic information. Journ. Nat. Lang. Eng., 2005.
    • (2005) Journ. Nat. Lang. Eng
    • Li, X.1    Roth, D.2
  • 24
    • 80052136505 scopus 로고    scopus 로고
    • M. C. M. Surdeanu and H. Zaragoza. Learning to rank answers on large online qa collections. In ACL, 2008.
    • M. C. M. Surdeanu and H. Zaragoza. Learning to rank answers on large online qa collections. In ACL, 2008.
  • 25
    • 34547975798 scopus 로고    scopus 로고
    • Efficient convolution kernels for dependency and constituent syntactic trees
    • A. Moschitti. Efficient convolution kernels for dependency and constituent syntactic trees. In ECML'06, 2006.
    • (2006) ECML'06
    • Moschitti, A.1
  • 26
    • 35048879815 scopus 로고    scopus 로고
    • Complex linguistic features for text classification: A comprehensive study
    • S. McDonald and J. Tait, editors, UK
    • A. Moschitti and R. Basili. Complex linguistic features for text classification: A comprehensive study. In S. McDonald and J. Tait, editors, ECIR, Sunderland, UK, 2004.
    • (2004) ECIR, Sunderland
    • Moschitti, A.1    Basili, R.2
  • 28
    • 70349231969 scopus 로고    scopus 로고
    • Exploiting syntactic and shallow semantic kernels for question/answer classification
    • Prague, Czech Republic
    • A. Moschitti, S. Quarteroni, R. Basili, and S. Manandhar. Exploiting syntactic and shallow semantic kernels for question/answer classification. In ACL'07, Prague, Czech Republic, 2007.
    • (2007) ACL'07
    • Moschitti, A.1    Quarteroni, S.2    Basili, R.3    Manandhar, S.4
  • 29
    • 84863884421 scopus 로고    scopus 로고
    • Question Answering based on semantic structures
    • Geneva, Switzerland
    • S. Narayanan and S. Harabagiu. Question Answering based on semantic structures. In COLING'04, Geneva, Switzerland, 2004.
    • (2004) COLING'04
    • Narayanan, S.1    Harabagiu, S.2
  • 31
    • 79960232116 scopus 로고    scopus 로고
    • Using semantic roles to improve Question Answering
    • D. Shen and M. Lapata. Using semantic roles to improve Question Answering. In Proceedings of EMNLP-CoNLL, 2007.
    • (2007) Proceedings of EMNLP-CoNLL
    • Shen, D.1    Lapata, M.2
  • 34
    • 0001846832 scopus 로고    scopus 로고
    • Using NLP or NLP resources for information retrieval tasks
    • T. Strzalkowski, editor, Kluwer Academic Publishers, Dordrecht, NL
    • A. F. Smeaton. Using NLP or NLP resources for information retrieval tasks. In T. Strzalkowski, editor, Natural language information retrieval, pages 99-111. Kluwer Academic Publishers, Dordrecht, NL, 1999.
    • (1999) Natural language information retrieval , pp. 99-111
    • Smeaton, A.F.1
  • 37
    • 37249070952 scopus 로고    scopus 로고
    • The Leaf Path Projection View of Parse Trees: Exploring String Kernels for HPSG Parse Selection
    • D. Lin and D. Wu, editors, Barcelona, Spain, July
    • K. Toutanova, P. Markova, and C. Manning. The Leaf Path Projection View of Parse Trees: Exploring String Kernels for HPSG Parse Selection. In D. Lin and D. Wu, editors, Proceedings of EMNLP 2004, pages 166-173, Barcelona, Spain, July 2004.
    • (2004) Proceedings of EMNLP , pp. 166-173
    • Toutanova, K.1    Markova, P.2    Manning, C.3
  • 39
    • 0027718887 scopus 로고
    • Using wordnet to disambiguate word senses for text retrieval
    • Pittsburgh, PA, USA
    • E. M. Voorhees. Using wordnet to disambiguate word senses for text retrieval. In Proceedings of ACM-SIGIR, Pittsburgh, PA, USA, 1993, 1993.
    • (1993) Proceedings of ACM-SIGIR
    • Voorhees, E.M.1
  • 40
    • 84904117366 scopus 로고
    • Query expansion using lexical-semantic relations
    • W. B. Croft and C. J. van Rijsbergen, editors
    • E. M. Voorhees. Query expansion using lexical-semantic relations. In W. B. Croft and C. J. van Rijsbergen, editors, Proceedings of ACM-SIGIR. ACM/Springer, 1994.
    • (1994) Proceedings of ACM-SIGIR. ACM/Springer
    • Voorhees, E.M.1
  • 42
    • 63449124482 scopus 로고    scopus 로고
    • Learning unsupervised SVM classifier for answer selection in web Question Answering
    • Y. Wu, R. Zhang, X. Hu, and H. Kashioka. Learning unsupervised SVM classifier for answer selection in web Question Answering . In Proceedings of EMNLP-CoNLL, 2007.
    • (2007) Proceedings of EMNLP-CoNLL
    • Wu, Y.1    Zhang, R.2    Hu, X.3    Kashioka, H.4
  • 43
    • 1542377488 scopus 로고    scopus 로고
    • Question classification using support vector machines
    • Toronto, Canada, ACM
    • D. Zhang and W. Lee. Question classification using support vector machines. In SIGIR'03, Toronto, Canada, 2003. ACM.
    • (2003) SIGIR'03
    • Zhang, D.1    Lee, W.2
  • 44
    • 84863368822 scopus 로고    scopus 로고
    • Exploring Syntactic Features for Relation Extraction using a Convolution tree kernel
    • New York City, USA
    • M. Zhang, J. Zhang, and J. Su. Exploring Syntactic Features for Relation Extraction using a Convolution tree kernel. In Proceedings of NAACL, New York City, USA, 2006.
    • (2006) Proceedings of NAACL
    • Zhang, M.1    Zhang, J.2    Su, J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.