Entity Disambiguation Using a Markov-Logic Network

IJCNLP 2011 - Proceedings of the 5th International Joint Conference on Natural Language Processing

Volumn , Issue , 2011, Pages 846-855

  Dai, Hong Jie ^a,b   Tsai, Richard Tzong Han ^c   Hsu, Wen Lian ^a,b  

^a NATIONAL TSING HUA UNIVERSITY   (Taiwan)

^b INSTITUTE OF INFORMATION SCIENCE   (Taiwan)

^c YUAN ZE UNIVERSITY   (Taiwan)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER CIRCUITS; MARKOV PROCESSES; NATURAL LANGUAGE PROCESSING SYSTEMS; PROBABILISTIC LOGICS;

BASELINE SYSTEMS; DIFFERENT STAGES; ENTITY DISAMBIGUATION; EVALUATION SCHEME; F MEASURE; FILTERING TECHNIQUE; IMPROVE PERFORMANCE; MARKOV LOGIC NETWORKS; NAMED ENTITIES; SYSTEM EFFECTIVENESS;

KNOWLEDGE BASED SYSTEMS;

EID: 85083816763     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (29)

1. Bhattacharya, I. and L. Getoor. 2007. Collective entity resolution in relational data. ACM Transactions on Knowledge Discovery from Data (TKDD), 1(1): 5.
2. Bunescu, R and M Pasca. 2006. Using encyclopedic knowledge for named entity disambiguation. In: European Chapter of the Assocation for Computational Linguistics.
3. Che, Wanxiang and Ting Liu. 2010. Jointly Modeling WSD and SRL with Markov Logic. In: Proceedings of the 23rd International Conference on Computational Linguistics, Beijing, China.
4. Crim, Jeremiah, Ryan McDonald and Fernando Pereira. 2005. Automatically Annotating Documents with Normalized Gene Lists. BMC Bioinformatics, 6(Suppl 1): S13.
5. Dai, Hong-Jie, Po-Ting Lai and Richard Tzong-Han Tsai. 2010. Multistage Gene Normalization and SVM-Based Ranking for Protein Interactor Extraction in Full-Text Articles. IEEE TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 7(3): 412-420.
6. Dredze, Mark, Paul McNamee, Delip Rao, Adam Gerber and Tim Finin. 2010. Entity Disambiguation for Knowledge Base Population. In: Proceedings of the 23rd International Conference on Computational Linguistics (Coling 2010), Beijing.
7. Elmagarmid, Ahmed K., Panagiotis G. Ipeirotis and Vassilios S. Verykios. 2007. Duplicate Record Detection: A Survey. IEEE Trans. on Knowl. and Data Eng., 19(1): 1-16.
8. Fellegi, I.P. and A.B. Sunter. 1969. A theory for record linkage. Journal of the American Statistical Association, 64(328): 1183-1210.
9. Finkel, Jenny, Shipra Dingare, Christopher Manning, Malvina Nissim, Beatrice Alex and Claire Grover. 2005. Exploring the boundaries: gene and protein identification in biomedical text. BMC Bioinformatics, 6(Suppl 1): S5.
10. Finkel, Jenny Rose and Christopher D. Manning. 2009. Joint parsing and named entity recognition. In: Proceedings of NAACL 2009.
11. Gale, WA, KW Church and D Yarowsky. 1992. A method for disambiguating word senses in a large corpus. Computers and the Humanities, 26(5): 415-439.
12. Hirschman, Lynette, Marc Colosimo, Alexander Morgan and Alexander Yeh. 2005. Overview of BioCreAtIvE task 1B: normalized gene lists. BMC Bioinformatics, 6(Suppl 1): S11.
13. Krauthammer, Michael and Goran Nenadic. 2004. Term identification in the biomedical literature. Journal of Biomedical Informatics, 37(6): 512-526.
14. Kulkarni, Sayali, Amit Singh, Ganesh Ramakrishnan and Soumen Chakrabarti. 2009. Collective annotation of wikipedia entities in web text. In: Proceeding of the 17th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) Paris, France, ACM.
15. Lai, Po-Ting, Yue-Yang Bow, Chi-Hsin Huang, Hong-Jie Dai, Richard Tzong-Han Tsai and Wen-Lian Hsu. 2009. Using Contextual Information to Clarify Gene Normalization Ambiguity. In: The IEEE International Conference on Information Reuse and Integration (IEEE IRI 2009), Las Vegas, USA, IEEE Press.
16. Li, Fangtao, Zhicheng Zheng, Fan Bu, Yang Tang, Xiaoyan Zhu and Minlie Huang. 2009. THU QUANTA at TAC 2009 KBP and RTE Track. In: Proceedings of Test Analysis Conference 2009 (TAC 09), Gaithersburg, Maryland USA.
17. Maglott, Donna, Jim Ostell, Kim D. Pruitt and Tatiana Tatusova. 2006. Entrez Gene: gene-centered information at NCBI. Nucleic Acids Research, 35(suppl 1): D26-D31.
18. McNamee, Paul and Hoa Trang Dang. 2009. Overview of the TAC 2009 Knowledge Base Population Track. In: Proceedings of the Second Text Analysis Conference (TAC 2009), Gaithersburg, Maryland.
19. Meza-Ruiz, Ivan and Sebastian Riedel. 2009. Jointly identifying predicates, arguments and senses using Markov logic. In: Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Boulder, Colorado, Association for Computational Linguistics.
20. Morgan, AA, B Wellner, JB Colombe, R Arens, ME Colosimo and L Hirschman. 2007. Evaluating the automatic mapping of human gene and protein mentions to unique identifiers. In: Pac Symp Biocomput.
21. Morgan, Alexander, Zhiyong Lu, Xinglong Wang, Aaron Cohen, Juliane Fluck, Patrick Ruch, Anna Divoli, Katrin Fundel, Robert Leaman, Jorg Hakenberg, Chengjie Sun, Heng-hui Liu, Rafael Torres, Michael Krauthammer, William Lau, Hongfang Liu, Chun-Nan Hsu, Martijn Schuemie, K Bretonnel Cohen and Lynette Hirschman. 2008. Overview of BioCreative II gene normalization. Genome Biology, 9(Suppl 2): S3.
22. Poon, H and P Domingos. 2007. Joint inference in information extraction. In, Menlo Park, CA; Cambridge, MA; London; AAAI Press; MIT Press; 1999.
23. Richardson, Matthew and Pedro Domingos. 2006. Markov logic networks. Machine Learning, 62(Special Issue: Multi-Relational Data Mining and Statistical Relational Learning): 107-136.
24. Riedel, Sebastian. 2008. Improving the accuracy and efficiency of map inference for markov logic. In: Proceedings of UAI 2008, AUAI Press.
25. Sarawagi, Sunita and Anuradha Bhamidipaty. 2002. Interactive deduplication using active learning. In: Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining, Edmonton, Alberta, Canada, ACM.
26. Singla, Parag and Pedro Domingos. 2006. Entity Resolution with Markov Logic. In: Proceedings of the Sixth International Conference on Data Mining, IEEE Computer Society.
27. Subramaniam, L. Venkata, Sougata Mukherjea, Pankaj Kankar, Biplav Srivastava, Vishal S. Batra, Pasumarti V. Kamesam and Ravi Kothari. 2003. Information extraction from biomedical literature: methodology, evaluation and an application. In: Proceedings of the twelfth international conference on Information and knowledge management, New Orleans, LA, USA, ACM.
28. Tsai, Richard Tzong-Han, Shih-Hung Wu, Wen-Chi Chou, Chun Lin, Ding He, Jieh Hsiang, Ting-Yi Sung and Wen-Lian Hsu. 2006. Various criteria in the evaluation of biomedical named entity recognition. BMC Bioinformatics, 7(92): 14.
29. Zhang, Wei, Jian Su, Chew Lim Tan and Wen Ting Wang. 2010. Entity Linking Leveraging Automatically Generated Annotation. In: Proceedings of the 23rd International Conference on Computational Linguistics (Coling 2010), Beijing.