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Volumn 2015-January, Issue , 2015, Pages 3820-3826

Open domain short text conceptualization: A generative + descriptive modeling approach

Author keywords

[No Author keywords available]

Indexed keywords

BAYESIAN PERSPECTIVE; COGNITIVE PROCESS; DESCRIPTIVE MODEL; DISCRIMINATIVE MODELS; DOMAIN CONCEPTS; STATE OF THE ART; THREE MODELS; TOPIC MODELING;

EID: 84949776916     PISSN: 10450823     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (50)

References (25)
  • 1
    • 84937604317 scopus 로고    scopus 로고
    • Similarity search using concept graphs, rakesh agrawal
    • Rakesh Agrawal, Sreenivas Gollapudi, Anitha Kannan, and Krishnaram Kenthapadi. Similarity search using concept graphs, rakesh agrawal. In CIKM, pages 719-728, 2014.
    • (2014) CIKM , pp. 719-728
    • Agrawal, R.1    Gollapudi, S.2    Kannan, A.3    Kenthapadi, K.4
  • 3
    • 57749169921 scopus 로고    scopus 로고
    • Importance of semantic representation: Dataless classification
    • Ming-Wei Chang, Lev Ratinov, Dan Roth, and Vivek Srikumar. Importance of semantic representation: Dataless classification. In AAAI, pages 830-835, 2008.
    • (2008) AAAI , pp. 830-835
    • Chang, M.-W.1    Ratinov, L.2    Roth, D.3    Srikumar, V.4
  • 4
    • 0034824884 scopus 로고    scopus 로고
    • Concept decompositions for large sparse text data using clustering
    • Inderjit S. Dhillon and Dharmendra S. Modha. Concept decompositions for large sparse text data using clustering. Machine Learning, 42:143-175, 2001.
    • (2001) Machine Learning , vol.42 , pp. 143-175
    • Dhillon, I.S.1    Modha, D.S.2
  • 5
  • 6
    • 33750719969 scopus 로고    scopus 로고
    • Overcoming the brittleness bottleneck using wikipedia: Enhancing text categorization with encyclopedic knowledge
    • Evgeniy Gabrilovich and Shaul Markovitch. Overcoming the brittleness bottleneck using Wikipedia: Enhancing text categorization with encyclopedic knowledge. In AAAI, pages 1301-1306, 2006.
    • (2006) AAAI , pp. 1301-1306
    • Gabrilovich, E.1    Markovitch, S.2
  • 7
    • 84880915872 scopus 로고    scopus 로고
    • Computing semantic relatedness using wikipedia-based explicit semantic analysis
    • Evgeniy Gabrilovich and Shaul Markovitch. Computing semantic relatedness using Wikipedia-based explicit semantic analysis. In IJCAI, pages 1606-1611, 2007.
    • (2007) IJCAI , pp. 1606-1611
    • Gabrilovich, E.1    Markovitch, S.2
  • 8
    • 65349111942 scopus 로고    scopus 로고
    • Wikipedia-based semantic interpretation for natural language processing
    • Evgeniy Gabrilovich and Shaul Markovitch. Wikipedia-based semantic interpretation for natural language processing. Journal of Artificial Intelligence Research, 34(1):443-498, 2009.
    • (2009) Journal of Artificial Intelligence Research , vol.34 , Issue.1 , pp. 443-498
    • Gabrilovich, E.1    Markovitch, S.2
  • 9
    • 84874231980 scopus 로고    scopus 로고
    • Identifying users' topical tasks in web search
    • Wen Hua, Yangqiu Song, Haixun Wang, and Xiaofang Zhou. Identifying users' topical tasks in Web search. In WSDM, pages 93-102, 2013.
    • (2013) WSDM , pp. 93-102
    • Wen, H.1    Song, Y.2    Wang, H.3    Zhou, X.4
  • 10
    • 84878180089 scopus 로고    scopus 로고
    • Improving word representations via global context and multiple word prototypes
    • Eric H. Huang, Richard Socher, Christopher D. Manning, and Andrew Y. Ng. Improving word representations via global context and multiple word prototypes. In ACL, pages 873-882, 2012.
    • (2012) ACL , pp. 873-882
    • Huang, E.H.1    Socher, R.2    Manning, C.D.3    Ng, A.Y.4
  • 11
    • 84896063773 scopus 로고    scopus 로고
    • Context-dependent conceptualization
    • Dongwoo Kim, Haixun Wang, and Alice Oh. Context-dependent conceptualization. In IJCAI, pages 2654-2661, 2013.
    • (2013) IJCAI , pp. 2654-2661
    • Kim, D.1    Wang, H.2    Oh, A.3
  • 13
    • 84889560995 scopus 로고    scopus 로고
    • Computing term similarity by large probabilistic isa knowledge
    • Pei-Pei Li, Haixun Wang, Kenny Q. Zhu, Zhongyuan Wang, and Xindong Wu. Computing term similarity by large probabilistic isa knowledge. In CIKM, pages 1401-1410, 2013.
    • (2013) CIKM , pp. 1401-1410
    • Li, P.-P.1    Wang, H.2    Zhu, K.Q.3    Wang, Z.4    Wu, X.5
  • 14
    • 84866030345 scopus 로고    scopus 로고
    • Automatic taxonomy construction from keywords
    • Xueqing Liu, Yangqiu Song, Shixia Liu, and Haixun Wang. Automatic taxonomy construction from keywords. In KDD, pages 1433-1441, 2012.
    • (2012) KDD , pp. 1433-1441
    • Liu, X.1    Song, Y.2    Liu, S.3    Wang, H.4
  • 16
    • 84870271090 scopus 로고    scopus 로고
    • Estimating a dirichlet distribution
    • T.P. Minka. Estimating a Dirichlet distribution. Annals of Physics, 2000(8):1-13, 2003.
    • (2003) Annals of Physics , vol.2000 , Issue.8 , pp. 1-13
    • Minka, T.P.1
  • 18
    • 84908216690 scopus 로고    scopus 로고
    • On dataless hierarchical text classification
    • Yangqiu Song and Dan Roth. On dataless hierarchical text classification. In AAAI, pages 1579-1585, 2014.
    • (2014) AAAI , pp. 1579-1585
    • Song, Y.1    Roth, D.2
  • 19
    • 84959902045 scopus 로고    scopus 로고
    • Unsupervised sparse vector densification for short text similarity
    • 5
    • Y. Song and D. Roth. Unsupervised sparse vector densification for short text similarity. In NAACL, 5 2015.
    • (2015) NAACL
    • Song, Y.1    Roth, D.2
  • 20
    • 84862654033 scopus 로고    scopus 로고
    • Short text conceptualization using a probabilistic knowledgebase
    • Yangqiu Song, Haixun Wang, Zhongyuan Wang, Hongsong Li, and Weizhu Chen. Short text conceptualization using a probabilistic knowledgebase. In IJCAI, pages 2330-2336, 2011.
    • (2011) IJCAI , pp. 2330-2336
    • Song, Y.1    Wang, H.2    Wang, Z.3    Li, H.4    Chen, W.5
  • 21
    • 84937570216 scopus 로고    scopus 로고
    • Transfer understanding from head queries to tail queries
    • Yangqiu Song, Haixun Wang, Weizhu Chen, and Shusen Wang. Transfer understanding from head queries to tail queries. In CIKM, pages 1299-1308, 2014.
    • (2014) CIKM , pp. 1299-1308
    • Song, Y.1    Wang, H.2    Chen, W.3    Wang, S.4
  • 22
    • 0041965980 scopus 로고    scopus 로고
    • Cluster ensembles - A knowledge reuse framework for combining multiple partitions
    • Alexander Strehl and Joydeep Ghosh. Cluster ensembles - a knowledge reuse framework for combining multiple partitions. Journal on Machine Learning Research, 3:583-617, 2002.
    • (2002) Journal on Machine Learning Research , vol.3 , pp. 583-617
    • Strehl, A.1    Ghosh, J.2
  • 23
    • 84937563372 scopus 로고    scopus 로고
    • Concept-based short text classification and ranking
    • Zhongyuan Wang, Fang Wang, Ji-Rong Wen, and Zhoujun Li. Concept-based short text classification and ranking. In CIKM, pages 1069-1078, 2014.
    • (2014) CIKM , pp. 1069-1078
    • Wang, Z.1    Wang, F.2    Wen, J.-R.3    Li, Z.4
  • 24
    • 84862653732 scopus 로고    scopus 로고
    • Probase: A probabilistic taxonomy for text understanding
    • Wentao Wu, Hongsong Li, Haixun Wang, and Kenny Q. Zhu. Probase: A probabilistic taxonomy for text understanding. In SIGMOD, pages 481-492, 2012.
    • (2012) SIGMOD , pp. 481-492
    • Wu, W.1    Li, H.2    Wang, H.3    Zhu, K.Q.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.