메뉴 건너뛰기




Volumn , Issue , 2012, Pages 2459-2474

Initial explorations on using CRFs for turkish named entity recognition

Author keywords

Conditional random fields; ENAMEX; Named entity recognition; Turkish

Indexed keywords

CONDITIONAL RANDOM FIELD; CONDITIONAL RANDOM FIELDS(CRFS); ENAMEX; IN-DEPTH ANALYSIS; INITIAL EXPLORATION; MORPHOLOGICAL STRUCTURES; NAMED ENTITY RECOGNITION; TURKISHS;

EID: 84876812658     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (62)

References (31)
  • 1
    • 58449083567 scopus 로고    scopus 로고
    • Person name extraction from turkish financial news text using local grammar based approach
    • Istanbul, ISBN 978-1-4244-2880-9 electronic version
    • Bayraktar, O. and Temizel, T. T. (2008). Person Name Extraction From Turkish Financial News Text Using Local Grammar Based Approach. In 23rd International Symposium on Computer and Information Sciences (ISCIS'08), Istanbul. ISBN 978-1-4244-2880-9 electronic version (4 pp.).
    • (2008) 23rd International Symposium on Computer and Information Sciences (ISCIS'08) , pp. 4
    • Bayraktar, O.1    Temizel, T.T.2
  • 4
    • 77956030658 scopus 로고    scopus 로고
    • A conditional random field approach for named entity recognition in Bengali and Hindi
    • Ekbal, A. and Bandyopadhyay, S. (2009). A conditional random field approach for named entity recognition in Bengali and Hindi. Linguistic Issues in Language Technology, 2(1).
    • (2009) Linguistic Issues in Language Technology , vol.2 , Issue.1
    • Ekbal, A.1    Bandyopadhyay, S.2
  • 6
  • 7
    • 0033907729 scopus 로고    scopus 로고
    • Machine learning for information extraction in informal domains
    • Freitag, D. (2000). Machine learning for information extraction in informal domains. Machine Learning, 39(2/3):169-202.
    • (2000) Machine Learning , vol.39 , Issue.2-3 , pp. 169-202
    • Freitag, D.1
  • 10
    • 80255123463 scopus 로고    scopus 로고
    • A hybrid named entity recognizer for turkish
    • Küçük, D. and Yazici, A. (2012). A hybrid named entity recognizer for turkish. Expert Syst. Appl., 39(3):2733-2742.
    • (2012) Expert Syst. Appl. , vol.39 , Issue.3 , pp. 2733-2742
    • Küçük, D.1    Yazici, A.2
  • 11
    • 0142192295 scopus 로고    scopus 로고
    • Conditional random fields: Probabilistic models for segmenting and labeling sequence data
    • Lafferty, J. D., McCallum, A., and Pereira, F. C. N. (2001). Conditional random fields: Probabilistic models for segmenting and labeling sequence data. In ICML, pages 282-289.
    • (2001) ICML , pp. 282-289
    • Lafferty, J.D.1    McCallum, A.2    Pereira, F.C.N.3
  • 13
    • 10244268660 scopus 로고    scopus 로고
    • Efficiently inducing features of conditional random fields
    • McCallum, A. (2003). Efficiently inducing features of conditional random fields. In UAI, pages 403-410.
    • (2003) UAI , pp. 403-410
    • McCallum, A.1
  • 16
    • 47749122510 scopus 로고    scopus 로고
    • A survey of named entity recognition and classification
    • Publisher: John Benjamins Publishing Company
    • Nadeau, D. and Sekine, S. (2007). A survey of named entity recognition and classification. Linguisticae Investigationes, 30(1):3-26. Publisher: John Benjamins Publishing Company.
    • (2007) Linguisticae Investigationes , vol.30 , Issue.1 , pp. 3-26
    • Nadeau, D.1    Sekine, S.2
  • 17
    • 0002230550 scopus 로고
    • Two-level description of Turkish morphology
    • Oflazer, K. (1994). Two-level description of Turkish morphology. Literary and Linguistic Computing, 9(2):137-148.
    • (1994) Literary and Linguistic Computing , vol.9 , Issue.2 , pp. 137-148
    • Oflazer, K.1
  • 20
    • 52149086371 scopus 로고    scopus 로고
    • Turkish language resources: Morphological parser, morphological disambiguator and web corpus
    • volume 5221 of LNCS, Springer
    • Sak, H., Güngör, T., and Saraçlar, M. (2008). Turkish language resources: Morphological parser, morphological disambiguator and web corpus. In GoTAL 2008, volume 5221 of LNCS, pages 417-427. Springer.
    • (2008) GoTAL 2008 , pp. 417-427
    • Sak, H.1    Güngör, T.2    Saraçlar, M.3
  • 22
    • 85043116988 scopus 로고    scopus 로고
    • Shallow parsing with conditional random fields
    • Sha, F. and Pereira, F. C. N. (2003). Shallow parsing with conditional random fields. In HLT-NAACL.
    • (2003) HLT-NAACL
    • Sha, F.1    Pereira, F.C.N.2
  • 23
    • 84957794594 scopus 로고
    • Overview of results of the muc-6 evaluation
    • Sundheim, B. (1995). Overview of results of the muc-6 evaluation. In MUC, pages 13-31.
    • (1995) MUC , pp. 13-31
    • Sundheim, B.1
  • 25
    • 79954467274 scopus 로고    scopus 로고
    • Automatic rule learning exploiting morphological features for named entity recognition in turkish
    • Tatar, S. and Cicekli, I. (2011). Automatic rule learning exploiting morphological features for named entity recognition in turkish. Journal of Information Science, 37(2):137-151.
    • (2011) Journal of Information Science , vol.37 , Issue.2 , pp. 137-151
    • Tatar, S.1    Cicekli, I.2
  • 26
    • 9444254243 scopus 로고    scopus 로고
    • Introduction to the conll-2002 shared task: Languageindependent named entity recognition
    • Tjong Kim Sang, E. F. (2002). Introduction to the conll-2002 shared task: Languageindependent named entity recognition. In Proceedings of CoNLL-2002, pages 155-158.
    • (2002) Proceedings of CoNLL-2002 , pp. 155-158
    • Tjong Kim Sang, E.F.1
  • 27
    • 85099019865 scopus 로고    scopus 로고
    • Introduction to the conll-2003 shared task: Language-independent named entity recognition
    • Tjong Kim Sang, E. F. and De Meulder, F. (2003). Introduction to the conll-2003 shared task: Language-independent named entity recognition. In Proceedings of CoNLL-2003, pages 142-147.
    • (2003) Proceedings of CoNLL-2003 , pp. 142-147
    • Tjong Kim Sang, E.F.1    De Meulder, F.2
  • 28
    • 58449102319 scopus 로고    scopus 로고
    • PhD thesis, Department of Computing School of Electronics and Physical Sciences University of Surrey
    • Traboulsi, H. N. (2006). Named Entity Recognition: A Local Grammar-based Approach. PhD thesis, Department of Computing School of Electronics and Physical Sciences University of Surrey.
    • (2006) Named Entity Recognition: A Local Grammar-Based Approach
    • Traboulsi, H.N.1
  • 30
    • 84859050407 scopus 로고    scopus 로고
    • Exploiting morphology in turkish named entity recognition system
    • Portland, OR, USA
    • Yeniterzi, R. (2011). Exploiting morphology in turkish named entity recognition system. In Proceedings of the ACL 2011 Student Session, pages 105-110, Portland, OR, USA.
    • (2011) Proceedings of the ACL 2011 Student Session , pp. 105-110
    • Yeniterzi, R.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.