Domain-specific product named entity recognition from Chinese microblog

Proceedings - 2014 10th International Conference on Computational Intelligence and Security, CIS 2014

Volumn , Issue , 2015, Pages 218-222

  Yang, Xianxiang ^a   Huang, Heyan ^a   Xin, Xin ^a   Liu, Quanchao ^a   Wei, Xiaochi ^a  

^a BEIJING INSTITUTE OF TECHNOLOGY   (China)

Author keywords

Chinese; CRFs; Microblog; Product named entity recognition

Indexed keywords

BLOGS; NATURAL LANGUAGE PROCESSING SYSTEMS;

CHINESE; CONDITIONAL RANDOM FIELD; CRFS; DOMAIN SPECIFIC; EXTERNAL KNOWLEDGE; MICRO-BLOG; NAMED ENTITIES; NAMED ENTITY RECOGNITION;

CHARACTER RECOGNITION;

EID: 84922907611     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CIS.2014.73     Document Type: Conference Paper

References (15)

1. Wang J, Zhao W X, Wei H, et al. Mining New Business Opportunities: Identifying Trend related Products by Leveraging Commercial Intents from Microblogs[C]. Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics. 2013: 1337-1347.
2. Lafferty J, McCallum A, Pereira F C N. Conditional random fields: Probabilistic models for segmenting and labeling sequence data[C]. Proceedings of the 18th International Conference on Machine Learning. 2001: 282-289
3. Farmakiotou D, Karkaletsis V, Koutsias J, et al. Rule-based named entity recognition for Greek financial texts[C]. Proc. of the Workshop on Computational lexicography and Multimedia Dictionaries (COMLEX 2000). 2000: 75-78.
4. Zhou G D, Su J. Named entity recognition using an HMM-based chunk tagger[C]. proceedings of the 40th Annual Meeting on Association for Computational Linguistics. Association for Computational Linguistics, 2002: 473-480.
5. Settles B. Biomedical named entity recognition using conditional random fields and rich feature sets[C]. Proceedings of the International Joint Workshop on Natural Language Processing in Biomedicine and its Applications. Association for Computational Linguistics, 2004: 104-107.
6. Mayfield J, McNamee P, Piatko C. Named entity recognition using hundreds of thousands of features[C]. Proceedings of the seventh conference on Natural language learning at HLT-NAACL 2003-Volume 4. Association for Computational Linguistics, 2003: 184-187.
7. Chieu H L, Ng H T. Named entity recognition: a maximum entropy approach using global information[C]. Proceedings of the 19th international conference on Computational linguistics-Volume 1. Association for Computational Linguistics, 2002: 1-7.
8. Darwish K. Named Entity Recognition using Cross-lingual Resources: Arabic as an Example[C]. Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics. 2013: 1558-1567.
9. Chiticariu L, Krishnamurthy R, Li Y, et al. Domain adaptation of rule-based annotators for named-entity recognition tasks[C]. Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics, 2010: 1002-1012.
10. Liu F, Zhao J, Lv B, et al. Product Named Entity Recognition Based on Hierarchical Hidden Markov Model[C]. Proceedings of the 4thSIGHAN Workshop on Chinese Language Processing. 2005.
11. Luo F, Qiu Q, Xiong Q X. Introduction to the product-entity recognition task[C]. Web Society (SWS), 2011 3rd Symposium on. IEEE, 2011: 122-126.
12. F. MEI, C. SUN, K. SUN, M. CHENG, and L. LIN, Web oriented Chinese product named entity recognition[J]. Journal of Zhengzhou University (Natural Science Edition), 2010, 42(1): 62-66.
13. Ritter A, Clark S, Etzioni O. Named entity recognition in tweets: an experimental study[C]. Proceedings of the Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics, 2011: 1524-1534.
14. Li C, Weng J, He Q, et al. Twiner: named entity recognition in targeted twitter stream[C]. Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval. ACM, 2012: 721-730.
15. Q. QIU, D. MIAO, Z. ZHANG, Named Entity Recognition on Chinese Microblog[J]. Computer Science, 2013, 40(6):196-198.