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Volumn 15, Issue 4, 2009, Pages 551-582

A machine learning approach to textual entailment recognition

Author keywords

[No Author keywords available]

Indexed keywords

FEATURE SPACE; FIRST-ORDER; MACHINE-LEARNING; REWRITE RULES; SEMANTIC FEATURES; SEMANTIC RELATIONS; SUPERVISED MACHINE LEARNING; TEXT FRAGMENTS; TEXTUAL ENTAILMENT;

EID: 76449118321     PISSN: 13513249     EISSN: 14698110     Source Type: Journal    
DOI: 10.1017/S1351324909990143     Document Type: Article
Times cited : (66)

References (46)
  • 1
    • 0002121497 scopus 로고    scopus 로고
    • Part-of-speech tagging and partial parsing
    • G. Bloothooft, K. Church, and S. Young (eds.), Dordrecht: Kluwer Academic
    • Abney, S. 1996. Part-of-speech tagging and partial parsing. In G. Bloothooft, K. Church, and S. Young (eds.), Corpus-Based Methods in Language and Speech. Dordrecht: Kluwer Academic, pp. 118-136.
    • (1996) Corpus-Based Methods in Language and Speech , pp. 118-136
    • Abney, S.1
  • 5
    • 76449100849 scopus 로고    scopus 로고
    • Learning selectional preferences for entailment or paraphrasing rules
    • Borovets, Bulgaria
    • Basili, R., De Cao, D., Marocco, P., and Pennacchiotti, P. 2007. Learning selectional preferences for entailment or paraphrasing rules. In Proceedings of RANLP 2007, Borovets, Bulgaria.
    • (2007) Proceedings of RANLP 2007
    • Basili, R.1    De Cao, D.2    Marocco, P.3    Pennacchiotti, P.4
  • 9
    • 85036148712 scopus 로고    scopus 로고
    • A maximum-entropy-inspired parser
    • Seattle, Washington, DC
    • Charniak, E. 2000. A maximum-entropy-inspired parser. In Proceedings of the First NAACL, Seattle, Washington, DC.
    • (2000) Proceedings of the First NAACL
    • Charniak, E.1
  • 10
    • 33646057547 scopus 로고    scopus 로고
    • New ranking algorithms for parsing and tagging: Kernels over discrete structures, and the voted perceptron
    • Philadelphia, PA, USA
    • Collins, M., and Duffy, N. 2002. New ranking algorithms for parsing and tagging: kernels over discrete structures, and the voted perceptron. In Proceedings of ACL02, Philadelphia, PA, USA.
    • (2002) Proceedings of ACL02
    • Collins, M.1    Duffy, N.2
  • 12
    • 33745838229 scopus 로고    scopus 로고
    • The pascal recognising textual entailment challenge
    • J. Quinonero-Candela I. Dagan, B. Magnini and F. d'Alch́e-Buc et al. (eds.) . Milan: Springer
    • Dagan, I., Glickman, O., and Magnini, B. 2006. The pascal recognising textual entailment challenge. In J. Quinonero-Candela, I. Dagan, B. Magnini and F. d'Alch́e-Buc et al. (eds.), LNAI 3944: MLCW 2005, pp. 177-190. Milan: Springer.
    • (2006) LNAI 3944: MLCW 2005 , pp. 177-190
    • Dagan, I.1    Glickman, O.2    Magnini, B.3
  • 14
    • 84880731808 scopus 로고    scopus 로고
    • An inference model for semantic entailment in natural language
    • Pittsburgh, Pennsylvania
    • de Salvo Braz, R., Girju, R., Punyakanok, V., Roth, D., and Sammons, M. 2005a. An inference model for semantic entailment in natural language. In Proceedings of AAAI, Pittsburgh, Pennsylvania, pp. 1678-1679.
    • (2005) Proceedings of AAAI , pp. 1678-1679
    • De Salvo Braz, R.1    Girju, R.2    Punyakanok, V.3    Roth, D.4    Sammons, M.5
  • 17
    • 0040076126 scopus 로고    scopus 로고
    • Automatic labeling of semantic roles
    • Gildea, D. and Jurafsky, D. 2002. Automatic Labeling of Semantic Roles. Computational Linguistics 28(3): 245-288.
    • (2002) Computational Linguistics , vol.28 , Issue.3 , pp. 245-288
    • Gildea, D.1    Jurafsky, D.2
  • 21
    • 33746223782 scopus 로고
    • Distributional structure
    • J. J. Katz and J. A. Fodor (eds.), New York: Oxford University Press
    • Harris, Z. 1964. Distributional structure. In J. J. Katz and J. A. Fodor (eds.), The Philosophy of Linguistics. New York: Oxford University Press, pp. 33-49.
    • (1964) The Philosophy of Linguistics , pp. 33-49
    • Harris, Z.1
  • 24
    • 85087282802 scopus 로고    scopus 로고
    • Semantic similarity based on corpus statistics and lexical taxonomy
    • Tapei, Taiwan
    • Jiang, J. J., and Conrath, D. W. 1997. Semantic similarity based on corpus statistics and lexical taxonomy. In Proceedings of the 10th ROCLING, Tapei, Taiwan.
    • (1997) Proceedings of the 10th ROCLING
    • Jiang, J.J.1    Conrath, D.W.2
  • 25
    • 0002714543 scopus 로고    scopus 로고
    • Making large-scale SVM learning practical
    • B. Schlkopf C. Burges, and A. Smola (eds.), MIT Press, Cambridge, MA, USA
    • Joachims, T. 1999. Making large-scale SVM learning practical. In B. Schlkopf, C. Burges, and A. Smola (eds.), Advances in Kernel Methods-Support Vector Learning. MIT Press, Cambridge, MA, USA.
    • (1999) Advances in Kernel Methods-Support Vector Learning
    • Joachims, T.1
  • 26
    • 84873870461 scopus 로고    scopus 로고
    • Using maximal embedded syntactic subtrees for textual entailment recognition
    • B. Magnini and I. Dagan (eds.), Venice, Italy
    • Katrenko, S., and Adriaans, P. 2006. Using maximal embedded syntactic subtrees for textual entailment recognition. In B. Magnini and I. Dagan (eds.), Proceedings of the Second PASCAL Recognizing Textual Entailment Challenge, Venice, Italy, pp. 33-37.
    • (2006) Proceedings of the Second PASCAL Recognizing Textual Entailment Challenge , pp. 33-37
    • Katrenko, S.1    Adriaans, P.2
  • 27
  • 31
    • 84976702763 scopus 로고
    • WordNet: A lexical database for English
    • Miller, G. A. 1995. WordNet: a lexical database for English. Communications of the ACM 38(11): 39-41.
    • (1995) Communications of the ACM , vol.38 , Issue.11 , pp. 39-41
    • Miller, G.A.1
  • 34
    • 84874714333 scopus 로고    scopus 로고
    • Making tree kernels practical for natural language learning
    • Trento, Italy
    • Moschitti, A. 2006b. Making tree kernels practical for natural language learning. In Proceedings of EACL'06, Trento, Italy.
    • (2006) Proceedings of EACL'06
    • Moschitti, A.1
  • 37
    • 33745855868 scopus 로고    scopus 로고
    • Textual entailment recognition using a linguistically-motivated decision tree classifier
    • J. Q. Candela, I. Dagan, B. Magnini, and F. d'Alch́e Buc (eds.) MLCW, Berlin: Springer
    • Newman, E., Stokes, N., Dunnion, J., and Carthy, J. 2005. Textual entailment recognition using a linguistically-motivated decision tree classifier. In J. Q. Candela, I. Dagan, B. Magnini, and F. d'Alch́e Buc (eds.), pp. 372-382 MLCW, Lecture Notes in Computer Science, vol.3944. Berlin: Springer.
    • (2005) Lecture Notes in Computer Science , vol.3944 , pp. 372-382
    • Newman, E.1    Stokes, N.2    Dunnion, J.3    Carthy, J.4
  • 44
    • 33745830857 scopus 로고    scopus 로고
    • What syntax can contribute in the entailment task
    • J. Q. Candela, I. Dagan, B. Magnini, and F. d'Alch́e Buc (eds.), Machine Learning Challenges Workshop. Berlin: Springer
    • Vanderwende, L. and Dolan, W. B. 2006. What syntax can contribute in the entailment task. In J. Q. Candela, I. Dagan, B. Magnini, and F. d'Alch́e Buc (eds.), Machine Learning Challenges Workshop, pp. 205-216. Lecture Notes in Computer Science, vol.3944. Berlin: Springer.
    • (2006) Lecture Notes in Computer Science , vol.3944 , pp. 205-216
    • Vanderwende, L.1    Dolan, W.B.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.