Publications

2008

Chieu, Hai Leong & Lee, Wee Sun (2008). Relaxed Survey Propagation: A Sum-Product Algorithm for Max-SAT. In Proceedings of the 23rd AAAI Conference on Artificial Intelligence (AAAI 2008) (acepted). pdf.

2007

Chieu, Hai Leong & Lee, Wee Sun & Teh, Yee Whye (2007). Cooled and Relaxed Survey Propagation for MRFs. 21st Annual Conference on Neural Information Processing Systems (NIPS 2007). pdf. proofs.

Chieu, Hai Leong (2007). Finite Energy Survey Propagation for Constraint Satisfaction Problems. Singapore MIT Alliance Symposium 2007. pdf.

2006

Chieu, Hai Leong & Lee, Wee Sun & Leslie Pack Kaelbling (2006). Activity Recognition from Physiological Data Using Conditional Random Fields. Singapore MIT Alliance Symposium 2006. pdf.

2004

Chieu, Hai Leong & Lee, Yoong Keok (2004). Query Based Event Extraction along a Timeline. In Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2004). pdf. ppt.

2003

Chieu, Hai Leong & Ng, Hwee Tou, & Lee, Yoong Keok (2003). Closing the Gap: Learning-Based Information Extraction Rivaling Knowledge-Engineering Methods. In Proceedings of the 41st Annual Meeting of the Association for Computational Linguistics (ACL 2003). Sapporo, Japan. pdf. ppt.

Chieu, Hai Leong, & Ng, Hwee Tou (2003). Named Entity Recognition with a Maximum Entropy Approach. In Proceedings of the Seventh Conference on Natural Language Learning (CoNLL 2003). (Shared Task Paper). (pp. 160-163). Edmonton, Alberta, Canada. pdf.

2002

Chieu, Hai Leong, & Ng, Hwee Tou (2002). A Maximum Entropy Approach to Information Extraction from Semi-Structured and Free Text. In Proceedings of the 18th National Conference on Artificial Intelligence (AAAI 2002). (pp. 786-791). Edmonton, Alberta, Canada. pdf. ppt.

Chai, Kian Ming Adam, & Ng, Hwee Tou, & Chieu, Hai Leong (2002). Bayesian Online Classifiers for Text Classification and Filtering. In Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2002). (pp. 97-104). Tampere, Finland. ps.

Chieu, Hai Leong, & Ng, Hwee Tou (2002). Teaching a Weaker Classifier: Named Entity Recognition on Upper Case Text. In Proceedings of the 40th Annual Meeting of the Association for Computational Linguistics (ACL 2002). (pp. 481-488). Philadelphia, Pennsylvania, USA. pdf. ppt.

Chieu, Hai Leong, & Ng, Hwee Tou (2002). Named Entity Recognition: A Maximum Entropy Approach Using Global Information. In Proceedings of the 19th International Conference on Computational Linguistics (COLING 2002). (pp. 190-196). Taipei, Taiwan. pdf. ppt.



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