Knowledge Base Population: Successful approaches and challenges

ACL-HLT 2011 - Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies

Volumn 1, Issue , 2011, Pages 1148-1158

  Ji, Heng ^a   Grishman, Ralph ^b  

^a CITY UNIVERSITY OF NEW YORK   (United States)

^b POLYTECHNIC UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

INFORMATION EXTRACTION; KNOWLEDGE BASE; LAY-OUT; QUESTION ANSWERING; TEXT ANALYSIS; WEB DOCUMENT; WIKIPEDIA;

COMPUTATIONAL LINGUISTICS;

KNOWLEDGE BASED SYSTEMS;

EID: 84859087795     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (37)

1. Javier Artiles, Julio Gonzalo and Satoshi Sekine. 2007. The SemEval-2007 WePS Evaluation: Establishing a benchmark for the Web People Search Task. Proc. the 4th International Workshop on Semantic Evaluations (Semeval-2007).
2. S. Auer, C. Bizer, G. Kobilarov, J. Lehmann and Z. Ives. 2007. DBpedia: A nucleus for a web of open data. Proc. 6th International Semantic Web Conference.
3. K. Balog, L. Azzopardi, M. de Rijke. 2008. Personal Name Resolution of Web People Search. Proc. WWW2008 Workshop: NLP Challenges in the Information Explosion Era (NLPIX 2008).
4. Alex Baron and Marjorie Freedman. 2008. Who is Who and What is What: Experiments in Cross-Document Co-Reference. Proc. EMNLP 2008.
5. K. Bollacker, R. Cook, and P. Tufts. 2007. Freebase: A Shared Database of Structured General Human Knowledge. Proc. National Conference on Artificial Intelligence (Volume 2).
6. Lorna Byrne and John Dunnion. 2010. UCD IIRG at TAC 2010. Proc. TAC 2010 Workshop.
7. Praveen Bysani, Kranthi Reddy, Vijay Bharath Reddy, Sudheer Kovelamudi, Prasad Pingali and Vasudeva Varma. 2010. IIIT Hyderabad in Guided Summarization and Knowledge Base Population. Proc. TAC 2010 Workshop.
8. Vittorio Castelli, Radu Florian and Ding-jung Han. 2010. Slot Filling through Statistical Processing and Inference Rules. Proc. TAC 2010 Workshop.
9. Angel X. Chang, Valentin I. Spitkovsky, Eric Yeh, Eneko Agirre and Christopher D. Manning. 2010. Stanford-UBC Entity Linking at TAC-KBP. Proc. TAC 2010 Workshop.
10. Zheng Chen, Suzanne Tamang, Adam Lee, Xiang Li, Wen-Pin Lin, Matthew Snover, Javier Artiles, Marissa Passantino and Heng Ji. 2010. CUNYBLENDER TAC-KBP2010 Entity Linking and Slot Filling System Description. Proc. TAC 2010 Workshop.
11. Grzegorz Chrupala, Saeedeh Momtazi, Michael Wiegand, Stefan Kazalski, Fang Xu, Benjamin Roth, Alexandra Balahur, Dietrick Klakow. Saarland University Spoken Language Systems at the Slot Filling Task of TAC KBP 2010. Proc. TAC 2010 Workshop.
12. Mark Dredze, Paul McNamee, Delip Rao, Adam Gerber and Tim Finin. 2010. Entity Disambiguation for Knowledge Base Population. Proc. COLING 2010.
13. Norberto Fernandez, Jesus A. Fisteus, Luis Sanchez and Eduardo Martin. 2010. WebTLab: A Cooccurencebased Approach to KBP 2010 Entity-Linking Task. Proc. TAC 2010 Workshop.
14. Radu Florian, John F. Pitrelli, Salim Roukos and Imed Zitouni. 2010. Improving Mention Detection Robustness to Noisy Input. Proc. EMNLP2010.
15. Sanyuan Gao, Yichao Cai, Si Li, Zongyu Zhang, Jingyi Guan, Yan Li, Hao Zhang, Weiran Xu and Jun Guo. 2010. PRIS at TAC2010 KBP Track. Proc. TAC 2010 Workshop.
16. Swapna Gottipati and Jing Jiang. 2010. SMU-SIS at TAC 2010 - KBP Track Entity Linking. Proc. TAC 2010 Workshop.
17. Ralph Grishman and Bonan Min. 2010. New York University KBP 2010 Slot-Filling System. Proc. TAC 2010 Workshop.
18. Ander Intxaurrondo, Oier Lopez de Lacalle and Eneko Agirre. 2010. UBC at Slot Filling TAC-KBP2010. Proc. TAC 2010 Workshop.
19. John Lehmann, Sean Monahan, Luke Nezda, Arnold Jung and Ying Shi. 2010. LCC Approaches to Knowledge Base Population at TAC 2010. Proc. TAC 2010 Workshop.
20. Paul McNamee and Hoa Dang. 2009. Overview of the TAC 2009 Knowledge Base Population Track. Proc. TAC 2009 Workshop.
21. Paul McNamee, Hoa Trang Dang, Heather Simpson, Patrick Schone and Stephanie M. Strassel. 2010. An Evaluation of Technologies for Knowledge Base Population. Proc. LREC2010.
22. Paul McNamee, Rion Snow, Patrick Schone and James Mayfield. 2008. Learning Named Entity Hyponyms for Question Answering. Proc. IJCNLP2008.
23. Paul McNamee. 2010. HLTCOE Efforts in Entity Linking at TAC KBP 2010. Proc. TAC 2010 Workshop.
24. Danielle S McNamara. 2001. Reading both Highcoherence and Low-coherence Texts: Effects of Text Sequence and Prior Knowledge. Canadian Journal of Experimental Psychology.
25. Olena Medelyan, Catherine Legg, David Milne and Ian H. Witten. 2009. Mining Meaning from Wikipedia. International Journal of Human-Computer Studies archive. Volume 67, Issue 9.
26. David Nemeskey, Gabor Recski, Attila Zseder and Andras Kornai. 2010. BUDAPESTACAD at TAC 2010. Proc. TAC 2010 Workshop.
27. Cesar de Pablo-Sanchez, Juan Perea and Paloma Martinez. 2010. Combining Similarities with Regression based Classifiers for Entity Linking at TAC 2010. Proc. TAC 2010 Workshop.
28. Lawrence Page, Sergey Brin, Rajeev Motwani and Terry Winograd. 1998. The PageRank Citation Ranking: Bringing Order to the Web. Proc. the 7th International World Wide Web Conference.
29. Luiz Augusto Pizzato, Diego Molla and Cecile Paris. 2006. Pseudo Relevance Feedback Using Named Entities for Question Answering. Proc. the Australasian Language Technology Workshop 2006.
30. J. Prager, P. Duboue, and J. Chu-Carroll. 2006. Improving QA Accuracy by Question Inversion. Proc. ACLCOLING 2006.
31. Will Radford, Ben Hachey, Joel Nothman, Matthew Honnibal and James R. Curran. 2010. CMCRC at TAC10: Document-level Entity Linking with Graphbased Re-ranking. Proc. TAC 2010 Workshop.
32. Yang Song, Zhengyan He and Houfeng Wang. 2010. ICL-KBP Approaches to Knowledge Base Population at TAC2010. Proc. TAC 2010 Workshop.
33. F. M. Suchanek, G. Kasneci, and G. Weikum. 2007. Yago: A Core of Semantic Knowledge. Proc. 16th International World Wide Web Conference.
34. Mihai Surdeanu, David McClosky, Julie Tibshirani, John Bauer, Angel X. Chang, Valentin I. Spitkovsky, Christopher D. Manning. 2010. A Simple Distant Supervision Approach for the TAC-KBP Slot Filling Task. Proc. TAC 2010 Workshop.
35. Ani Thomas, Arpana Rawai, M K Kowar, Sanjay Sharma, Sarang Pitale and Neeraj Kharya. 2010. Bhilai Institute of Technology Durg at TAC 2010: Knowledge Base Population Task Challenge. Proc. TAC 2010 Workshop.
36. Jingtao Yu, Omkar Mujgond and Rob Gaizauskas. 2010. The University of Sheffield System at TAC KBP 2010. Proc. TAC 2010 Workshop.
37. Wei Zhang, Yan Chuan Sim, Jian Su and Chew Lim Tan. 2010. NUS-I2R: Learning a Combined System for Entity Linking. Proc. TAC 2010 Workshop.