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Volumn 2, Issue , 2012, Pages 338-343

Identifying high-impact sub-structures for convolution kernels in document-level sentiment classification

Author keywords

[No Author keywords available]

Indexed keywords

CONVOLUTION KERNEL; DEPENDENCY TREES; MACHINE-LEARNING; SENTIMENT CLASSIFICATION; SUB-STRUCTURES; SYNTACTIC INFORMATION; SYNTACTIC STRUCTURE; SYSTEMATIC STUDY;

EID: 84869206519     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (21)

References (23)
  • 3
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    • Subsequence kernels for relation extraction
    • Y Weiss, B Sch o lkopf, and J Platt, editors, Cambridge, MA. MIT Press
    • Razvan Bunescu and Raymond Mooney. 2005b. Subsequence Kernels for Relation Extraction. In Y Weiss, B Sch o lkopf, and J Platt, editors, Proceedings of the 19th Conference on Neural Information Processing Systems, pages 171-178, Cambridge, MA. MIT Press.
    • (2005) Proceedings of the 19th Conference on Neural Information Processing Systems , pp. 171-178
    • Bunescu, R.1    Mooney, R.2
  • 8
    • 79251594122 scopus 로고    scopus 로고
    • Generalizing dependency features for opinion mining
    • Suntec, Singapore, jul. Suntec, Singapore
    • Mahesh Joshi and Carolyn Penstein-Rose. 2009. Generalizing Dependency Features for Opinion Mining. In Proceedings of the ACL-IJCNLP 2009 Conference Short Papers, pages 313-316, Suntec, Singapore, jul. Suntec, Singapore.
    • (2009) Proceedings of the ACL-IJCNLP 2009 Conference Short Papers , pp. 313-316
    • Joshi, M.1    Penstein-Rose, C.2
  • 14
    • 80053417049 scopus 로고    scopus 로고
    • Kernels on linguistic structures for answer extraction
    • Columbus, Ohio, jun. Association for Computational Linguistics
    • Alessandro Moschitti and Silvia Quarteroni. 2008. Kernels on Linguistic Structures for Answer Extraction. In Proceedings of ACL-08: HLT, Short Papers, pages 113-116, Columbus, Ohio, jun. Association for Computational Linguistics.
    • (2008) Proceedings of ACL-08: HLT, Short Papers , pp. 113-116
    • Moschitti, A.1    Quarteroni, S.2
  • 15
    • 45749138033 scopus 로고    scopus 로고
    • Tree kernels for semantic role labeling
    • Alessandro Moschitti, Daniele Pighin, and Roberto Basili. 2008. Tree kernels for semantic role labeling. Computational Linguistics, 34(2):193-224.
    • (2008) Computational Linguistics , vol.34 , Issue.2 , pp. 193-224
    • Moschitti, A.1    Pighin, D.2    Basili, R.3
  • 16
    • 33750333944 scopus 로고    scopus 로고
    • Efficient convolution kernels for dependency and constituent syntactic trees
    • Berlin, Germany, sep. Machine Learning: ECML 2006, 17th European Conference on Machine Learning, Proceedings
    • Alessandro Moschitti. 2006. Efficient Convolution Kernels for Dependency and Constituent Syntactic Trees. In Proceedings of the 17th European Conference on Machine Learning, pages 318-329, Berlin, Germany, sep. Machine Learning: ECML 2006, 17th European Conference on Machine Learning, Proceedings.
    • (2006) Proceedings of the 17th European Conference on Machine Learning , pp. 318-329
    • Moschitti, A.1
  • 17
    • 85041441290 scopus 로고    scopus 로고
    • Examining the role of linguistic knowledge sources in the automatic identification and classification of reviews
    • Sydney, Australia, jul. Sydney, Australia
    • Vincent Ng, Sajib Dasgupta, and S M Niaz Arifin. 2006. Examining the Role of Linguistic Knowledge Sources in the Automatic Identification and Classification of Reviews. In Proceedings of the COLING/ACL 2006 Main Conference Poster Sessions, pages 611-618, Sydney, Australia, jul. Sydney, Australia.
    • (2006) Proceedings of the COLING/ACL 2006 Main Conference Poster Sessions , pp. 611-618
    • Ng, V.1    Dasgupta, S.2    Arifin, S.M.N.3
  • 19
    • 85141280473 scopus 로고    scopus 로고
    • A sentimental education: Sentiment analysis using subjectivity summarization based on minimum cuts
    • Barcelona, Spain, jun. Barcelona, Spain
    • Bo Pang and Lillian Lee. 2004. A Sentimental Education: Sentiment Analysis Using Subjectivity Summarization Based on Minimum Cuts. In Proceedings of the 42nd Annual Meeting of the Association for Computational Linguistics, pages 271-278, Barcelona, Spain, jun. Barcelona, Spain.
    • (2004) Proceedings of the 42nd Annual Meeting of the Association for Computational Linguistics , pp. 271-278
    • Pang, B.1    Lee, L.2
  • 22
    • 85125365322 scopus 로고    scopus 로고
    • Towards answering opinion questions: Separating facts from opinions and identifying the polarity of opinion sentences
    • Association for Computational Linguistics. Association for Computational Linguistics
    • Hong Yu and Vasileios Hatzivassiloglou. 2003. Towards answering opinion questions: Separating facts from opinions and identifying the polarity of opinion sentences. In Proceedings of the 2003 Conference on Empirical Methods in Natural Language Processing, pages 129-136, Association for Computational Linguistics. Association for Computational Linguistics.
    • (2003) Proceedings of the 2003 Conference on Empirical Methods in Natural Language Processing , pp. 129-136
    • Yu, H.1    Hatzivassiloglou, V.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.