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, ANU; School of Computing and Information Systems, SMUVerified email at smu.edu.sg
Cuong V. NguyenDurham UniversityVerified email at durham.ac.uk
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 cfar.a-star.edu.sg
Stanley KokNational University of SingaporeVerified email at nus.edu.sg
Vu PhamUniversity of ScienceVerified email at fit.hcmus.edu.vn
Chun Wei SeahChun WeiVerified email at dso.org.sg
Qiaoliang XiangNanyang Technology UniversityVerified email at e.ntu.edu.sg
Leslie KaelblingVerified email at csail.mit.edu
Xinghao PanVerified email at eecs.berkeley.edu
Hongmin WangUniversity of California Santa BarbaraVerified email at ucsb.edu
Yue ZhangWestlake UniversityVerified email at wias.org.cn
Jie Yang, PhD, FAMIAAssistant Professor at Harvard UniversityVerified 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
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	445	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	372	2003
A maximum entropy approach to information extraction from semi-structured and free text HL Chieu, HT Ng Aaai/iaai 2002, 786-791, 2002	278	2002
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	230	2020
Query based event extraction along a timeline HL Chieu, YK Lee Proceedings of the 27th annual international ACM SIGIR conference on …, 2004	205	2004
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	203*	2012
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	191	2002
Language modeling with sum-product networks. WC Cheng, S Kok, HV Pham, HL Chieu, KMA Chai Interspeech 2014, 2098-2102, 2014	110	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	84	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	82	2003
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	68	2014
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	66	2009
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	60	2020
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	58	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	50	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	45	2015
Activity recognition from physiological data using conditional random fields HL Chieu, WS Lee, LP Kaelbling	35	2006
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	33	2011
Twitter homophily: Network based prediction of user’s occupation J Pan, R Bhardwaj, W Lu, HL Chieu, X Pan, NY Puay Proceedings of the 57th annual meeting of the association for computational …, 2019	31	2019
Universal dependencies parsing for colloquial singaporean english H Wang, Y Zhang, GYL Chan, J Yang, HL Chieu arXiv preprint arXiv:1705.06463, 2017	29	2017

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