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    Please use this identifier to cite or link to this item: http://tkuir.lib.tku.edu.tw:8080/dspace/handle/987654321/108749


    Title: IMTKU Question Answering System for World History Exams at NTCIR-12 QA Lab2
    Authors: Day, Min-Yuh;Tsai, Cheng-Chia;Chuang, Wei-Chun;Lin, Jin-Kun;Chang, Hsiu-Yuan;Sun, Tzu-Jui;Tsai, Yuan-Jie;Chiang, Yi-Heng;Han, Cheng-Zhi;Chen, Wei-Ming;Tsai, Yun-Da;Lin, Yi-Jing;Lin, Yue-Da;Guo, Yu-Ming;Chien, Ching-Yuan;Lee, Cheng-Hung
    Keywords: IMTKU;NTCIR 12;QA Lab-2;World History;Question Answering;Machine Learning;University Entrance Examination;Essay Question;Answer Validation
    Date: 2016-06-07
    Issue Date: 2016-12-07 02:10:41 (UTC+8)
    Abstract: In this paper, we describe the IMTKU (Information Management at Tamkang University) question answering system for Japanese university entrance exams at NTCIR-12 QA Lab-2. We proposed a question answering system that integrates natural language processing and machine learning techniques for Japanese university entrance exams at NTCIR-12 QA Lab-2. In phase-1, we submitted 6 End-to-End QA runs results for only English subtask for National Center Test for University Admissions and Secondary exams subtask. In phase-3, we submitted 7 End-to- End QA run results for English and Japanese subtask for Nation Center Exams and Secondary exams subtask. In NTCIR-12 QA Lab-2 phase-1, the IMTKU team total score achieved 31, 27 and 0 in the English subtask. In NTCIR-12 QA Lab-2 phase-3, the IMTKU team total score achieved 20, 20 and 14 in the English subtask, 24, 12 and 8 in the Japanese subtask and 31 in a combination run with KitAi.
    Relation: The 12th NTCIR Conference on Evaluation of Information Access Technologies (NTCIR-12)
    Appears in Collections:[資訊管理學系暨研究所] 會議論文

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