Incremental joint extraction of entity mentions and relations

52nd Annual Meeting of the Association for Computational Linguistics, ACL 2014 - Proceedings of the Conference

Volumn 1, Issue , 2014, Pages 402-412

  Li, Qi ^a   Ji, Heng ^a  

^a RENSSELAER POLYTECHNIC INSTITUTE   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL LINGUISTICS; MARKOV PROCESSES; MOBILE TELECOMMUNICATION SYSTEMS;

AUTOMATIC CONTENT; END-TO-END SYSTEMS; GLOBAL FEATURE; INEXACT SEARCHES; JOINT MODELING; SEGMENT-BASED; SEMI-MARKOV CHAIN; SOFT CONSTRAINT;

EXTRACTION;

EID: 84906932622     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.3115/v1/p14-1038     Document Type: Conference Paper

References (36)

1. Razvan C. Bunescu and Raymond J. Mooney. 2005. A shortest path dependency kernel for relation extraction. In Proc. HLT/EMNLP, pages 724-731.
2. Yee Seng Chan and Dan Roth. 2010. Exploiting background knowledge for relation extraction. In Proc. COLING, pages 152-160.
3. Yee Seng Chan and Dan Roth. 2011. Exploiting syntactico-semantic structures for relation extraction. In Proc. ACL, pages 551-560.
4. Michael Collins and Brian Roark. 2004. Incremental parsing with the perceptron algorithm. In Proc. ACL, pages 111-118.
5. Michael Collins. 2002. Discriminative training methods for hidden markov models: Theory and experiments with perceptron algorithms. In Proc. EMNLP, pages 1-8.
6. Aron Culotta and Jeffrey Sorensen. 2004. Dependency tree kernels for relation extraction. In Proc. ACL, pages 423-429.
7. Radu Florian, Hany Hassan, Abraham Ittycheriah, Hongyan Jing, Nanda Kambhatla, Xiaoqiang Luo, Nicolas Nicolov, and Salim Roukos. 2004. A statistical model for multilingual entity detection and tracking. In Proc. HLT-NAACL, pages 1-8.
8. Radu Florian, Hongyan Jing, Nanda Kambhatla, and Imed Zitouni. 2006. Factorizing complex models: A case study in mention detection. In Proc. ACL.
9. Radu Florian, John F. Pitrelli, Salim Roukos, and Imed Zitouni. 2010. Improving mention detection robustness to noisy input. In Proc. EMNLP, pages 335-345.
10. Liang Huang and Kenji Sagae. 2010. Dynamic programming for linear-time incremental parsing. In ACL, pages 1077-1086.
11. Liang Huang, Suphan Fayong, and Yang Guo. 2012. Structured perceptron with inexact search. In Proc. HLT-NAACL, pages 142-151.
12. Heng Ji and Ralph Grishman. 2005. Improving name tagging by reference resolution and relation detection. In Proc. ACL, pages 411-418.
13. Jing Jiang and ChengXiang Zhai. 2007. A systematic exploration of the feature space for relation extraction. In Proc. HLT-NAACL.
14. Nanda Kambhatla. 2004. Combining lexical, syntactic, and semantic features with maximum entropy models for information extraction. In Proc. ACL, pages 178-181.
15. Rohit J. Kate and Raymond Mooney. 2010. Joint entity and relation extraction using card-pyramid parsing. In Proc. ACL, pages 203-212.
16. John D. Lafferty, Andrew McCallum, and Fernando C. N. Pereira. 2001. Conditional random fields: Probabilistic models for segmenting and labeling sequence data. In Proc. ICML, pages 282-289.
17. Qi Li, Heng Ji, and Liang Huang. 2013. Joint event extraction via structured prediction with global features. In Proc. ACL, pages 73-82.
18. Marie-Catherine De Marneffe, Bill Maccartney, and Christopher D. Manning. 2006. Generating typed dependency parses from phrase structure parses. In Proc. LREC, pages 449,454.
19. Tomoko Ohta, Sampo Pyysalo, Jun'ichi Tsujii, and Sophia Ananiadou. 2012. Open-domain anatomical entity mention detection. In Proc. ACL Workshop on Detecting Structure in Scholarly Discourse, pages 27-36.
20. Barbara Plank and Alessandro Moschitti. 2013. Embedding semantic similarity in tree kernels for domain adaptation of relation extraction. In Proc. ACL, pages 1498-1507.
21. Longhua Qian and Guodong Zhou. 2010. Clusteringbased stratified seed sampling for semi-supervised relation classification. In Proc. EMNLP, pages 346-355.
22. Longhua Qian, Guodong Zhou, Fang Kong, Qiaoming Zhu, and Peide Qian. 2008. Exploiting constituent dependencies for tree kernel-based semantic relation extraction. In Proc. COLING, pages 697-704.
23. Lev Ratinov and Dan Roth. 2009. Design challenges and misconceptions in named entity recognition. In Proc. CONLL, pages 147-155.
24. Frank Reichartz, Hannes Korte, and Gerhard Paass. 2009. Composite kernels for relation extraction. In Proc. ACL-IJCNLP (Short Papers), pages 365-368.
25. Dan Roth and Wen-tau Yih. 2004. A linear programming formulation for global inference in natural language tasks. In Proc. CoNLL.
26. Dan Roth and Wen-tau Yih. 2007. Global inference for entity and relation identification via a lin- ear programming formulation. In Introduction to Statistical Relational Learning. MIT.
27. Sunita Sarawagi and William W. Cohen. 2004. Semimarkov conditional random fields for information extraction. In Proc. NIPS.
28. Sameer Singh, Sebastian Riedel, Brian Martin, Jiaping Zheng, and Andrew McCallum. 2013. Joint inference of entities, relations, and coreference. In Proc. CIKM Workshop on Automated Knowledge Base Construction.
29. Ang Sun, Ralph Grishman, and Satoshi Sekine. 2011. Semi-supervised relation extraction with large-scale word clustering. In Proc. ACL, pages 521-529.
30. Bishan Yang and Claire Cardie. 2013. Joint inference for fine-grained opinion extraction. In Proc. ACL, pages 1640-1649.
31. Xiaofeng Yu and Wai Lam. 2010. Jointly identifying entities and extracting relations in encyclopedia text via a graphical model approach. In Proc. COLING (Posters), pages 1399-1407.
32. Yue Zhang and Stephen Clark. 2008. Joint word segmentation and pos tagging using a single perceptron. In Proc. ACL, pages 1147-1157.
33. Shubin Zhao and Ralph Grishman. 2005. Extracting relations with integrated information using kernel methods. In Proc. ACL, pages 419-426.
34. Guodong Zhou, Jian Su, Jie Zhang, and Min Zhang. 2005. Exploring various knowledge in relation extraction. In Proc. ACL, pages 427-434.
35. Guodong Zhou, Min Zhang, Dong-Hong Ji, and Qiaoming Zhu. 2007. Tree kernel-based relation extraction with context-sensitive structured parse tree information. In Proc. EMNLP-CoNLL, pages 728-736.
36. Imed Zitouni and Radu Florian. 2008. Mention detection crossing the language barrier. In Proc. EMNLP, pages 600-609.