Ming-Feng Tsai (蔡銘峰)

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Chuan-Ju WangAssociate Research Fellow, Research Center of Information Technology Innovation (CITI), AcademiaVerified email at citi.sinica.edu.tw
Hsin-Hsi ChenProfessor of Computer Science, National Taiwan UniversityVerified email at ntu.edu.tw
Tie-Yan LiuDistinguished Scientist, Microsoft | Assistant Managing Director, MSRA | IEEE Fellow | ACM FellowVerified email at microsoft.com
Tao QinSenior Principal Research Manager, Microsoft Research AsiaVerified email at microsoft.com
Hang LiAI Lab, Bytedance TechnologyVerified email at bytedance.com
Yi-Hsuan YangResearch Center for IT Innovation, Academia SinicaVerified email at citi.sinica.edu.tw
Jheng-Hong YangDavid R. Cheriton School of Computer Science, University of WaterlooVerified email at uwaterloo.ca
Sheng-Chieh LinUniversity of WaterlooVerified email at uwaterloo.ca
Jimmy LinUniversity of WaterlooVerified email at uwaterloo.ca
Wei-Ying MaTsinghua UniversityVerified email at air.tsinghua.edu.cn
Rodrigo NogueiraUniversity of Waterloo, UNICAMPVerified email at nyu.edu
Yu Ching LinNational Taiwan UniversityVerified email at ntu.edu.tw
Ting-Hsiang WangTexas A&M UniversityVerified email at tamu.edu
Liang-Chih LiuAssistant Professor, National Taipei University of TechnologyVerified email at mail.ntut.edu.tw
Hsuan-Tien LinProfessor of Computer Science and Information Engineering, National Taiwan UniversityVerified email at csie.ntu.edu.tw
Yu-Wen LiuMicrosoftVerified email at nccu.edu.tw
Kwei-Herng (Henry) LaiRice UniversityVerified email at rice.edu
Khe-Han Toh (Chi-Han Du)KKStream LimitedVerified email at kkstream.com
Eva ZangerleUniversität InnsbruckVerified email at uibk.ac.at
Mi-Yen YehResearch fellow at Institute of Information Science, Academia SinicaVerified email at iis.sinica.edu.tw

Ming-Feng Tsai (蔡銘峰)

Associate Professor of Computer Science, National Chengchi University

Verified email at nccu.edu.tw - Homepage

Information Retrieval Recommender Systems Machine Learning Natural Language Processing


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Learning to rank: from pairwise approach to listwise approach Z Cao, T Qin, TY Liu, MF Tsai, H Li Proceedings of the 24th international conference on Machine learning, 129-136, 2007	2073	2007
Frank: a ranking method with fidelity loss MF Tsai, TY Liu, T Qin, HH Chen, WY Ma Proceedings of the 30th annual international ACM SIGIR conference on …, 2007	198	2007
Query-level loss functions for information retrieval T Qin, XD Zhang, MF Tsai, DS Wang, TY Liu, H Li Information Processing & Management 44 (2), 838-855, 2008	162	2008
HOP-rec: high-order proximity for implicit recommendation JH Yang, CM Chen, CJ Wang, MF Tsai Proceedings of the 12th ACM Conference on Recommender Systems, 140-144, 2018	111	2018
Query expansion with conceptnet and wordnet: An intrinsic comparison MH Hsu, MF Tsai, HH Chen Asia Information Retrieval Symposium, 1-13, 2006	82	2006
Combining wordnet and conceptnet for automatic query expansion: a learning approach MH Hsu, MF Tsai, HH Chen Asia information retrieval symposium, 213-224, 2008	69	2008
On the risk prediction and analysis of soft information in finance reports MF Tsai, CJ Wang European Journal of Operational Research 257 (1), 243-250, 2017	67	2017
Query-based music recommendations via preference embedding CM Chen, MF Tsai, YC Lin, YH Yang Proceedings of the 10th ACM Conference on Recommender Systems, 79-82, 2016	53	2016
Financial sentiment analysis for risk prediction CJ Wang, MF Tsai, T Liu, CT Chang Proceedings of the Sixth International Joint Conference on Natural Language …, 2013	49	2013
Learning a document ranking function using fidelity-based error measurements TY Liu, MF Tsai, WY Ma US Patent 7,805,438, 2010	43	2010
Collaborative similarity embedding for recommender systems CM Chen, CJ Wang, MF Tsai, YH Yang The World Wide Web Conference, 2637-2643, 2019	35	2019
Discovering leaders from social network by action cascade MF Tsai, CW Tzeng, ZL Lin, ALP Chen Social Network Analysis and Mining 4 (1), 1-10, 2014	31	2014
Discovering finance keywords via continuous-space language models MF Tsai, CJ Wang, PC Chien ACM Transactions on Management Information Systems (TMIS) 7 (3), 1-17, 2016	30	2016
Financial keyword expansion via continuous word vector representations MF Tsai, CJ Wang Proceedings of the 2014 Conference on Empirical Methods in Natural Language …, 2014	30	2014
Using emotional context from article for contextual music recommendation CM Chen, MF Tsai, JY Liu, YH Yang Proceedings of the 21st ACM international conference on Multimedia, 649-652, 2013	30	2013
Query reformulation using query history for passage retrieval in conversational search SC Lin, JH Yang, R Nogueira, MF Tsai, CJ Wang, J Lin arXiv preprint arXiv:2005.02230, 2020	25*	2020
A study of learning a merge model for multilingual information retrieval MF Tsai, YT Wang, HH Chen Proceedings of the 31st annual international ACM SIGIR conference on …, 2008	25	2008
Deep belief networks for predicting corporate defaults SH Yeh, CJ Wang, MF Tsai 2015 24th Wireless and Optical Communication Conference (WOCC), 159-163, 2015	22	2015
Mining subtopics from different aspects for diversifying search results CJ Wang, YW Lin, MF Tsai, HH Chen Information retrieval 16 (4), 452-483, 2013	21	2013
Learning to search web pages with query-level loss functions T Qin, TY Liu, MF Tsai, XD Zhang, H Li Technical Report 156, 2006	21	2006

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