Hai Leong Chieu

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Wee Sun LeeProfessor, Department of Computer Science, National University of SingaporeVerified email at comp.nus.edu.sg
Hwee Tou NgProvost's Chair Professor of Computer Science, National University of SingaporeVerified email at comp.nus.edu.sg
Nan YeLecturer, University of QueenslandVerified email at uq.edu.au
Jing JiangSchool of Computing and Information Systems, Singapore Management UniversityVerified email at smu.edu.sg
Cuong V. NguyenFlorida International UniversityVerified email at fiu.edu
Yoong Keok LeeMassachusetts Institute of TechnologyVerified email at csail.mit.edu
Wei LuSingapore University of Technology and DesignVerified email at sutd.edu.sg
Ivor W. Tsang, IEEE FellowInaugural A*STAR AI Fellow and Director, Centre for Frontier AI Research, A*STARVerified email at ihpc.a-star.edu.sg
Stanley KokNational University of SingaporeVerified email at nus.edu.sg
Vu PhamUniversity of ScienceVerified email at fit.hcmus.edu.vn
Qiaoliang XiangNanyang Technology UniversityVerified email at e.ntu.edu.sg
Chun Wei SeahChun WeiVerified email at dso.org.sg
Leslie KaelblingVerified email at csail.mit.edu
Hongmin WangUniversity of California Santa BarbaraVerified email at ucsb.edu
Yue ZhangWestlake UniversityVerified email at wias.org.cn
Jie YangZhejiang University; Harvard University; SUTDVerified email at bwh.harvard.edu
Jianbo YangTencentVerified email at duke.edu
Yee Whye TehProfessor of Statistical Machine Learning, Oxford, Research Scientist, DeepMindVerified email at stats.ox.ac.uk
Xinghao PanVerified email at eecs.berkeley.edu
Cane Wing-Ki LeungSenior AI Manager, Wisers AI LabVerified email at wisers.com

Hai Leong Chieu

Distinguished Member of Technical Staff, DSO National Laboratories, Singapore

Verified email at dso.org.sg - Homepage

Artificial Intelligence Machine Learning Natural Language Processing


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Named entity recognition: a maximum entropy approach using global information HL Chieu, HT Ng COLING 2002: The 19th International Conference on Computational Linguistics, 2002	429	2002
Named entity recognition with a maximum entropy approach HL Chieu, HT Ng Proceedings of the seventh conference on Natural language learning at HLT …, 2003	337	2003
A maximum entropy approach to information extraction from semi-structured and free text HL Chieu, HT Ng Aaai/iaai 2002, 786-791, 2002	258	2002
Query based event extraction along a timeline HL Chieu, YK Lee Proceedings of the 27th annual international ACM SIGIR conference on …, 2004	185	2004
Bayesian online classifiers for text classification and filtering KMA Chai, HL Chieu, HT Ng Proceedings of the 25th annual international ACM SIGIR conference on …, 2002	183	2002
Optimizing F-measure: A Tale of Two Approaches N Ye, KMA Chai, WS Lee, HL Chieu Proceedings of the 29th International Conference on Machine Learning, 2012	181*	2012
Interpretable rumor detection in microblogs by attending to user interactions LMS Khoo, HL Chieu, Z Qian, J Jiang Proceedings of the AAAI conference on artificial intelligence 34 (05), 8783-8790, 2020	109	2020
Language modeling with sum-product networks WC Cheng, S Kok, HV Pham, HL Chieu, KMA Chai Fifteenth Annual Conference of the International Speech Communication …, 2014	103	2014
Domain adaptive bootstrapping for named entity recognition D Wu, WS Lee, N Ye, HL Chieu EMNLP'09 Proceedings of the 2009 Conference on Empirical Methods in Natural …, 2009	79	2009
Closing the gap: Learning-based information extraction rivaling knowledge-engineering methods HL Chieu, HT Ng, YK Lee Proceedings of the 41st Annual Meeting of the Association for Computational …, 2003	77	2003
Conditional random fields with high-order features for sequence labeling N Ye, W Lee, H Chieu, D Wu Advances in neural information processing systems 22, 2009	64	2009
Conditional random fields with high-order features for sequence labeling N Ye, W Lee, H Chieu, D Wu Advances in neural information processing systems 22, 2009	64	2009
Conditional random field with high-order dependencies for sequence labeling and segmentation NV Cuong, N Ye, WS Lee, HL Chieu The Journal of Machine Learning Research 15 (1), 981-1009, 2014	62	2014
Can syntax help? improving an lstm-based sentence compression model for new domains L Wang, J Jiang, HL Chieu, CH Ong, D Song, L Liao Proceedings of the 55th Annual Meeting of the Association for Computational …, 2017	53	2017
Active learning for probabilistic hypotheses using the maximum Gibbs error criterion NV Cuong, WS Lee, N Ye, KMA Chai, HL Chieu Advances in Neural Information Processing Systems 26, 2013	44	2013
Troll detection by domain-adapting sentiment analysis CW Seah, HL Chieu, KMA Chai, LN Teow, LW Yeong 2015 18th International Conference on Information Fusion (Fusion), 792-799, 2015	37	2015
Activity recognition from physiological data using conditional random fields HL Chieu, WS Lee, LP Kaelbling	35	2006
Coupled hierarchical transformer for stance-aware rumor verification in social media conversations J YU, J JIANG, LMS KHOO, HL CHIEU, R XIA Conference on Empirical Methods in Natural Language Processing (EMNLP), 1392, 2020	32	2020
Extracting relation descriptors with conditional random fields Y Li, J Jiang, HL Chieu, KMA Chai Proceedings of 5th International Joint Conference on Natural Language …, 2011	32	2011
Learning to Capitalize with Character-Level Recurrent Neural Networks: An Empirical Study RH Susanto, HL Chieu, W Lu Proceedings of the 2016 Conference on Empirical Methods in Natural Language …, 2016	25	2016

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