Chen, Hsin-Hsi
陳信希教授
陳信希老師現任國立台灣大學資訊工程學系特聘教授，並擔任台大醫院智慧醫療中心主任。他的研究專長及興趣包括自然語言處理、資訊檢索、網路探勘與人工智慧。相關學術研究發表在眾多優良國際學術期刊，並撰寫多部教科書的相關章節。目前陳教授致力於推動智慧醫療及語言模型在醫療領域的創新應用，在學術界享有盛名。因其卓著學術貢獻，目前也擔任國立台灣大學人工智慧技術暨全幅健康照護聯合研究中心主任與中央研究院人文社會科學研究中心之學術諮詢委員。
- 著作 ：
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- Yu-Min Tseng, Wei-Lin Chen, Chung-Chi Chen, Hsin-Hsi Chen (2024). “Are Expert-Level Language Models Expert-Level Annotators?” In Proceedings of the 19th Workshop for Women in Machine Learning (WiML 2024), December 10th, Vancouver, Canada.
- Po-Chun Chen, Sheng-Lung Wei, Hen-Hsen Huang and Hsin-Hsi Chen (2024). “Induct-Learn: Short Phrase Prompting with Instruction Induction.” In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP 2024), November 12-16, Miami, USA.
- Po-Chun Chen, Hen-Hsen Huang, and Hsin-Hsi Chen (2024). “Survey Table Generation from Academic Articles.” In Proceedings of the 23rd IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT 2024), December 9-12, Bangkok, Thailand.
- Sheng-Lun Wei, Cheng-Kuang Wu, Hen-Hsen Huang, and Hsin-Hsi Chen (2024). “Unveiling Selection Biases: Exploring Order and Token Sensitivity in Large Language Models.” In Findings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024), August 11–16, Bangkok, Thailand, 5598-5621.
- Chin-Yi Lin, Chung-Chi Chen, Hen-Hsen Huang, and Hsin-Hsi Chen (2024). “Argument-Based Sentiment Analysis on Equity Research Reports.” In Findings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024), August 11–16, Bangkok, Thailand, 13804-13815.
- Cheng-Kuang Wu, Wei-Lin Chen, and Hsin-Hsi Chen (2023). “Large Language Models Perform Diagnostic Reasoning.” The Eleventh International Conference on Learning Representations (ICLR 2023), Tiny Papers, May 1-May 5, Kigali Rwanda.
- Yang-Yin Lee, Ting-Yu Yen, Hen-Hsen Huang, Yow-Ting Shiue, and Hsin-Hsi Chen (2023). “On Generalization of the Sense Retrofitting Model.” Journal of Natural Language Engineering, Cambridge University Press, 1–29. DOI: https://doi:10.1017/S1351324922000523.
- An-Zi Yen, Min-Huan Fu, Wei-Hong Ang, Tai-Te Chu, Ssu-Hao Tsai, Hen-Hsen Huang and Hsin-Hsi Chen (2023). “Visual Lifelog Retrieval: Humans and Machines Interpretation on First-Person Images.” Multimedia Tools and Applications, February 2023, 37757-37787.
- Yi-Pei Chen, An-Zi Yen, Hen-Hsen Huang, Hideki Nakayama and Hsin-Hsi Chen (2023). “LED: A Dataset for Life Event Extraction from Dialogs.” In Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, May 2-6, Dubrovnik, Croatia, 384-398.
- Chi-Shin Wu, Chien-Hung Chen, Chu-Hsien Su, Yi-Ling Chien, Hong-Jie Dai and Hsin-Hsi Chen (2023). “Augmenting DSM-5 Diagnostic Criteria with Self-Attention-based BiLSTM Models for Psychiatric Diagnosis.” Journal of the Artificial Intelligence in Medicine, Volume 136, February 2023, 102488.
- You-En Lin, An-Zi Yen, Hen-Hsen Huang and Hsin-Hsi Chen (2022). “SEEN: Structured Event Enhancement Network for Explainable Need Detection of Information Recall Assistance.” In Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, December 7-11, Abu Dhabi, the United Arab Emirates, 5438-5451.
- Hsin-Yu Tsai, Hen-Hsen Huang, Che-Jui Chang, Jaw-Shiun Tsai, and Hsin-Hsi Chen (2022). “Patient History Summarization on Outpatient Conversation.” In Proceedings of the 21st IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, November 17-20, Niagara Falls, Canada, 364-370.
- Wei-Lin Chen, An-Zi Yen, Hen-Hsen Huang and Hsin-Hsi Chen (2022). “Learning to Generate Explanation from e-Hospital Services for Medical Suggestion.” In Proceedings of the 29th International Conference on Computational Linguistics (COLING 2022), October 12-17, Gyeongju, Republic of Korea, 2946-2951.
- Fa-Hsuan Hsiao, An-Zi Yen, Hen-Hsen Huang and Hsin-Hsi Chen (2022). “Modeling Inter Round Attack of Online Debaters for Winner Prediction.” In Proceedings of the Web Conference 2022, April 25-29, online, hosted by Lyon, France, 2860-2869. (acceptance rate=17.7%, 323 of 1822 submissions)
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- 書籍及篇章：
