메뉴 건너뛰기




Volumn 17, Issue 5, 2009, Pages 926-934

Arabic Named Entity Recognition: A Feature-Driven Study

Author keywords

Arabic; machine learning comparison; named entity recognition; natural language processing (NLP)

Indexed keywords


EID: 85008044204     PISSN: 15587916     EISSN: 15587924     Source Type: Journal    
DOI: 10.1109/TASL.2009.2019927     Document Type: Article
Times cited : (63)

References (36)
  • 1
    • 33745855231 scopus 로고    scopus 로고
    • Improving machine translation quality with automatic named entity recognition
    • Budapest
    • B. Babych and A. Hartley, “Improving machine translation quality with automatic named entity recognition,” in Proc. EACL-EAMT, Budapest, 2003.
    • (2003) Proc. EACL-EAMT
    • Babych, B.1    Hartley, A.2
  • 3
    • 37149016983 scopus 로고    scopus 로고
    • ANERsys: An Arabic named entity recognition system based on maximum entropy
    • CICLing-2007, Springer-Verlag, LNCS(4394)
    • Y. Benajiba, P. Rosso, and J. M. Benedf, “ANERsys: An Arabic named entity recognition system based on maximum entropy,” in Proc. 8th Int. Conf. Comput. Linguist. Intell. Text Process., CICLing-2007, Springer-Verlag, LNCS(4394), 2007, pp. 143–153.
    • (2007) Proc. 8th Int. Conf. Comput. Linguist. Intell. Text Process. , pp. 143-153
    • Benajiba, Y.1    Rosso, P.2    Benedf, J.M.3
  • 4
    • 84858318906 scopus 로고    scopus 로고
    • ANERsys 2.0: Conquering the NER task for the Arabic language by combining the maximum entropy with POS-tag information
    • 3rd Indian Int. Conf. Artif. Intell., IICAI-2007
    • Y. Benajiba and P. Rosso, “ANERsys 2.0: Conquering the NER task for the Arabic language by combining the maximum entropy with POS-tag information,” in Proc. Workshop Natural Lang.-Independent Eng., 3rd Indian Int. Conf. Artif. Intell., IICAI-2007, 2007.
    • (2007) Proc. Workshop Natural Lang.-Independent Eng.
    • Benajiba, Y.1    Rosso, P.2
  • 5
    • 85121379361 scopus 로고    scopus 로고
    • Maximum entropy models for named entity recognition
    • Edmonton, AL, Canada
    • O. Bender, F. J. Och, and H. Ney, “Maximum entropy models for named entity recognition,” in Proc. CoNLL-2003, Edmonton, AL, Canada, 2003.
    • (2003) Proc. CoNLL-2003
    • Bender, O.1    Och, F.J.2    Ney, H.3
  • 6
    • 0002652285 scopus 로고    scopus 로고
    • A maximum entropy approach to natural language processing
    • A. L. Berger, V. J. D. Pietra, and S. A. D. Pietra “A maximum entropy approach to natural language processing,” Comput. Linguist., vol. 22, pp. 39–71, 1996.
    • (1996) Comput. Linguist. , vol.22 , pp. 39-71
    • Berger, A.L.1    Pietra, V.J.D.2    Pietra, S.A.D.3
  • 8
    • 84978165199 scopus 로고    scopus 로고
    • Named entity recognition with a maximum entropy approach
    • Edmonton, AL, Canada
    • H. L. Chieu and H. T. Ng, “Named entity recognition with a maximum entropy approach,” in Proc. CoNLL-2003, Edmonton, AL, Canada, 2003.
    • (2003) Proc. CoNLL-2003
    • Chieu, H.L.1    Ng, H.T.2
  • 19
    • 85111262831 scopus 로고    scopus 로고
    • Applying conditional random fields to Japanese morphological analysis
    • T. Kudo, K. Yamamoto, and Y. Matsumoto, “Applying conditional random fields to Japanese morphological analysis,” in Proc. EMNLP'04, 2004.
    • (2004) Proc. EMNLP'04
    • Kudo, T.1    Yamamoto, K.2    Matsumoto, Y.3
  • 20
    • 0142192295 scopus 로고    scopus 로고
    • Conditional random fields: Probabilistic models for segmenting and labeling sequence data
    • J. Lafferty, A. McCallum, and F. Pereira, “Conditional random fields: Probabilistic models for segmenting and labeling sequence data,” in Proc. ICML-2002, 2002.
    • (2002) Proc. ICML-2002
    • Lafferty, J.1    McCallum, A.2    Pereira, F.3
  • 23
    • 8644233078 scopus 로고    scopus 로고
    • Markov models for language-independent named entity recognition
    • Edmonton, AL, Canada
    • R. Malouf, “Markov models for language-independent named entity recognition,” in Proc. CoNLL-2003, Edmonton, AL, Canada, 2003.
    • (2003) Proc. CoNLL-2003
    • Malouf, R.1
  • 24
    • 85123754485 scopus 로고    scopus 로고
    • Named entity recognition using hundreds of thousands of features
    • J. Mayfield, P. McNamee, and C. Piatko, “Named entity recognition using hundreds of thousands of features,” in Proc. CoNLL-2003, 2003.
    • (2003) Proc. CoNLL-2003
    • Mayfield, J.1    McNamee, P.2    Piatko, C.3
  • 25
    • 85121365374 scopus 로고    scopus 로고
    • Early results for named entity recognition with conditional random fields, feature induction and web-enhanced lexicons
    • A. McCallum and W. Li, “Early results for named entity recognition with conditional random fields, feature induction and web-enhanced lexicons,” in Proc. 7th Conf. Natural Lang. Learn. (CoNLL), 2003.
    • (2003) Proc. 7th Conf. Natural Lang. Learn. (CoNLL)
    • McCallum, A.1    Li, W.2
  • 26
    • 38049153240 scopus 로고    scopus 로고
    • A maximum entropy part-of-speech tagger
    • A. Ratnaparkhi, “A maximum entropy part-of-speech tagger,” in Proc. 1st EMNLP, 1996.
    • (1996) Proc. 1st EMNLP
    • Ratnaparkhi, A.1
  • 27
    • 45549117987 scopus 로고
    • Term-weighting approaches in automatic text retrieval
    • G. Salton and C. Buckley, “Term-weighting approaches in automatic text retrieval,” in Proc. Inf. Process. Manage., 1988.
    • (1988) Proc. Inf. Process. Manage.
    • Salton, G.1    Buckley, C.2
  • 28
    • 85043116988 scopus 로고    scopus 로고
    • Shallow parsing with conditional random fields
    • F. Sha and F. Pereira, “Shallow parsing with conditional random fields,” in Proc. HLT-NAACL, 2003.
    • (2003) Proc. HLT-NAACL
    • Sha, F.1    Pereira, F.2
  • 32
    • 84976772064 scopus 로고
    • Evaluation of an inference network-based retrieval model
    • H. Turtle and W. C. Bruce, “Evaluation of an inference network-based retrieval model,” in ACM Trans. Inf. Syst., 1991.
    • (1991) ACM Trans. Inf. Syst.
    • Turtle, H.1    Bruce, W.C.2
  • 35
    • 84919495233 scopus 로고    scopus 로고
    • A robust risk minimization based named entity recognition system
    • T. Zhang and D. Johnson, “A robust risk minimization based named entity recognition system,” in Proc. CoNLL-2003, 2003.
    • (2003) Proc. CoNLL-2003
    • Zhang, T.1    Johnson, D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.