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Volumn , Issue , 2013, Pages

A two-step convolutional neural network approach for semantic role labeling

Author keywords

[No Author keywords available]

Indexed keywords

CONVOLUTIONAL NEURAL NETWORK; F1 SCORES; IMPROVE PERFORMANCE; LABEL SEMANTICS; NATURAL LANGUAGE PROCESSING; NEURAL ARCHITECTURES; SEMANTIC ROLE LABELING; SEMI-SUPERVISED LEARNING;

EID: 84893530499     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IJCNN.2013.6707118     Document Type: Conference Paper
Times cited : (34)

References (20)
  • 1
    • 85040579026 scopus 로고    scopus 로고
    • ser. Synthesis Lectures on Human Language Technologies. Morgan & Claypool
    • M. Palmer, D. Gildea, and N. Xue, Semantic Role Labeling, ser. Synthesis Lectures on Human Language Technologies. Morgan & Claypool, 2010.
    • (2010) Semantic Role Labeling
    • Palmer, M.1    Gildea, D.2    Xue, N.3
  • 2
    • 33645983416 scopus 로고    scopus 로고
    • The proposition bank: An annotated corpus of semantic roles
    • M. Palmer, P. Kingsbury, and D. Gildea, "The Proposition Bank: An annotated corpus of semantic roles, " Computational Linguistics, vol. 31, no. 1, pp. 71-106, 2005.
    • (2005) Computational Linguistics , vol.31 , Issue.1 , pp. 71-106
    • Palmer, M.1    Kingsbury, P.2    Gildea, D.3
  • 10
    • 56449095373 scopus 로고    scopus 로고
    • A unified architecture for natural language processing: Deep neural networks with multitask learning
    • R. Collobert and J. Weston, "A unified architecture for natural language processing: Deep neural networks with multitask learning, " in International Conference on Machine Learning, ICML, 2008.
    • (2008) International Conference on Machine Learning, ICML
    • Collobert, R.1    Weston, J.2
  • 12
    • 77952700189 scopus 로고    scopus 로고
    • From frequency to meaning: Vector space models of semantics
    • P. D. Turney and P. Pantel, "From Frequency to Meaning: Vector Space Models of Semantics, " Journal of Artificial Intelligence Research, vol. 37, pp. 141-188, 2010.
    • (2010) Journal of Artificial Intelligence Research , vol.37 , pp. 141-188
    • Turney, P.D.1    Pantel, P.2
  • 13
    • 0040076126 scopus 로고    scopus 로고
    • Automatic labeling of semantic roles
    • D. Gildea and D. Jurafsky, "Automatic labeling of semantic roles, " Computational Linguistics, vol. 28, no. 3, pp. 245-288, 2002.
    • (2002) Computational Linguistics , vol.28 , Issue.3 , pp. 245-288
    • Gildea, D.1    Jurafsky, D.2
  • 17
    • 0000458784 scopus 로고    scopus 로고
    • Producing high-dimensional semantic spaces from lexical co-occurrence
    • K. Lund and C. Burgess, "Producing high-dimensional semantic spaces from lexical co-occurrence, " Behavior Research Methods, Instruments, & Computers, vol. 28, no. 2, pp. 203-208, 1996.
    • (1996) Behavior Research Methods, Instruments, & Computers , vol.28 , Issue.2 , pp. 203-208
    • Lund, K.1    Burgess, C.2
  • 20
    • 45749105974 scopus 로고    scopus 로고
    • Towards robust semantic role labeling
    • S. Pradhan, W. Ward, and J. H. Martin, "Towards robust semantic role labeling, " Computational Linguistics, vol. 34, no. 2, pp. 289-310, 2008.
    • (2008) Computational Linguistics , vol.34 , Issue.2 , pp. 289-310
    • Pradhan, S.1    Ward, W.2    Martin, J.H.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.