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Research Fellow

Name	Tzong-Han Tsai
Title	Research Fellow
Education
Research Topic
Office TEL	02-27898175
Email	rthtsai@gate.sinica.edu.tw

Publication List:

Journal Papers

Yu Zhang, Jong Kang Lee, Jen-Chieh Han, Richard Tzong-Han Tsai*，2022，〈Task reformulation and data-centric approach for Twitter medication name extraction〉，《DATABASE-THE JOURNAL OF BIOLOGICAL DATABASES AND CURATION》，2022, baac067。

Jerome Tze-Hou Hsu, Richard Tzong-Han Tsai*, accepted, “Association between lockdown and increasing online aggression in the USA: Natural Language Processing infoveillance study on spatiotemporal Twitter data”, JOURNAL OF MEDICAL INTERNET RESEARCH, 24(8), e38776.

Chun-Kai Wu, Chao-Chuang Shih, Yu-Chun Wang, Richard Tzong-Han Tsai*, 2022, “Improving low-resource machine transliteration by using 3-way transfer learning”, COMPUTER SPEECH AND LANGUAGE, 72, 101283.

Yu-Chun Wang, Chia-Min Chuang, Chun-Kai Wu, Chao-Lin Pan, Richard Tzong-Han Tsai*, 2022, “Cross-language article linking with deep neural network based paragraph encoding”, COMPUTER SPEECH AND LANGUAGE, 72, 101279.

Shi-Yun Huang, Shang-Yun Wu, You-Jun Chen, Richard Tzong-Han Tsai*, I-Chun Fan, 2022, “Climate Event Classification Based on Historical Meteorological Records and Its Presentation on a Spatio-Temporal Research Platform”, DIGITAL SCHOLARSHIP IN THE HUMANITIES, 2022, fqab099.

Li-Chin Chen, Po-Hsun Chen, Richard Tzong-Han Tsai*, Yu Tsao, accepted, “EPG2S: Speech Generation and Speech Enhancement based on Electropalatography and Audio Signals using Multimodal Learning”, IEEE SIGNAL PROCESSING LETTERS.

Tzu-Yu Chen, Yu-Ching Chiu, Nanyi Bi, Richard Tzong-Han Tsai*, 2021, “Multi-Modal Chatbot in Intelligent Manufacturing”, IEEE ACCESS, 9, 82118-82129.

Ming-Siang Huang, Po-Ting Lai, Pei-Yen Lin, Yu-Ting You, Richard Tzong-Han Tsai*, Wen-Lian Hsu, 2020, “Biomedical named entity recognition and linking datasets: survey and our recent development”, Briefings in Bioinformatics, 21(6), 2219-2238.

Sumit Madan, Justyna Szostak, Ravikumar Komandur Elayavilli, Richard Tzong-Han Tsai, Mehdi Ali, Longhua Qian, Majid Rastegar-Mojarad, Julia Hoeng, Juliane Fluck, 2019, “The extraction of complex relationships and their conversion to biological expression language (BEL) overview of the BioCreative VI (2017) BEL track”, DATABASE-THE JOURNAL OF BIOLOGICAL DATABASES AND CURATION, 2019, baz084.

Po-Ting Lai, Ming-Siang Huang, Ting-Hao Yang, Wen-Lian Hsu*, Richard Tzong-Han Tsai*, 2018, “Statistical principle-based approach for gene and protein related object recognition”, Journal of Cheminformatics, 2018(10), 64.

Last Update:Thu Sep 29 05:58:01 CST 2022

Conference Papers

Nanda Putri Romadhona, Sin-En Lu, Bo-Han Lu, Richard Tzong-Han Tsai*, 2022, “BRCC and SentiBahasaRojak: The First Bahasa Rojak Corpus for Pretraining and Sentiment Analysis Dataset”, paper presented at THE 29TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL LINGUISTICS (COLING 2022), GYEONGJU, REPUBLIC OF KOREA: The Korean Institute of Information Scientists and Engineers, 2022-10-12 ~ 2022-10-17.

You-Jun Chen, Hsin-Yi Hsieh, Richard Tzong-Han Tsai*, 2022, “A Novel Semi-supervised Framework to Identify Military Documents: A Quantitative Analysis on Military Records in Ming Shi Lu”, paper presented at DIGITAL HUMANITIES 2022, Tokyo, Japan: University of Tokyo, 2022-07-25 ~ 2022-07-29.

Jo-Yu Chao, Richard Tzong-Han Tsai*, Shi-Yun Huang, Hsin-Yi Hsieh, 2022, “Named Entity Disambiguation for the Qing Shilu without Manually Labeled Data”, paper presented at DIGITAL HUMANITIES 2022, Tokyo, Japan: University of Tokyo, 2022-07-25 ~ 2022-07-29.

Ka Ming Wong, Richard Tzong-Han Tsai*, 2022, “Mixed Embedding of XLM for Unsupervised Cantonese-Chinese Neural Machine Translation”, paper presented at Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI-22), United States: Association for the Advancement of Artificial Intelligence, 2022-02-22 ~ 2022-03-01.

趙若羽、蔡宗翰*，2021，〈無需人工標註資料之清實錄人名實體鏈接方法〉，發表於「第十二屆數位典藏與數位人文國際研討會」（ DADH 2021），國立彰化師範大學文學院：臺灣數位人文學會，2021-12-10 ~ 2021-12-12。

In-Zu Gi, Ting-Yu Fang, Richard Tzong-Han Tsai*, 2021, “Verdict Inference with Claim and Retrieved Elements Using RoBERTa”, 60-65 pages, paper presented at The Fourth Workshop on Fact Extraction and VERification (FEVER), Punta Cana, Dominican Republic: Association for Computational Linguistics, 2021-11-10.

Jung-Yi Tsai, Pi-Ling Pai, Hsiung-Ming Liao, You-Jun Chen, Richard Tzong-Han Tsai*, I-Chun Fan, 2021, “Design and Construction of the Spatiotemporal Information Platform for the Interpretation of ShiJi”, paper presented at PNC 2021 Annual Conference & Joint Meetings, Academia Sinica, Taipei, Taiwan: Pacific Neighborhood Consortium, 2021-09-28 ~ 2021-09-30.

Jung-Yi Tsai, Pi-Ling Pai, Hsiung-Ming Liao, You-Jun Chen, Richard Tzong-Han Tsai*, I-Chun Fan, 2021, “Construction of ShiJi Spatiotemporal Information Platform on the Framework of Research-oriented Knowledge Bases”, paper presented at JADH2021, Tokyo, Japan: Japanese Association for Digital Humanities, 2021-09-06 ~ 2021-09-08.

Yu-Ching Chiu, Bo-Hao Chang, Tzu-Yu Chen, Cheng-Fu Yang, Nanyi Bi, Richard Tzong-Han Tsai*, Hung-yi Lee, Jane Yung-jen Hsu, 2021, “Multi-modal User Intent Classification Under the Scenario of Smart Factory”, paper presented at Thirty-Fifth AAAI Conference on Artificial Intelligence, (AAAI-2021) [AI top conference], A Virtual Conference: the Association for the Advancement of Artificial Intelligence (AAAI), 2021-02-02 ~ 2021-02-09.

Jen-Chieh Han, Richard Tzong-Han Tsai*, 2020, “NCU-IISR: Pre-trained Language Model for CANTEMIST Named Entity Recognition”, paper presented at Iberian Languages Evaluation Forum 2020 (IberLEF 2020), Málaga, Spain: SEPLN 2020, 2020-09-23.

Yu Zhang ,Jen-Chieh Han, Richard Tzong-Han Tsai*, 2020, “NCU-IISR: Using a Pre-trained Language Model and Logistic Regression Model for BioASQ Task 8b Phase B”, paper presented at 11th Conference and Labs of the Evaluation Forum, CLEF 2020, Conference and Labs of the Evaluation Forum: CLEF 2020, 2020-09-22.

Ka Ming Wong, Chia-Min Chuang, Chun-Kai Wu, Yu-Chun Wang, Richard Tzong-Han Tsai*, 2020, “DeepEncyclolink: A Cross-Encyclopedia, Cross-language Article-Linking System Based on Deep Learning”, paper presented at The Web Conference 2020 (WWW 2020), Taipei, Taiwan: WWW, 2020-04-01.

Richard Tzong-Han Tsai, Chia-Hao Chen, Chun-Kai Wu, Yu-Cheng Hsiao, Hung-yi Lee, 2019, “Using Deep-Q Network to Select Candidates from N-best Speech Recognition Hypotheses for Enhancing Dialogue State Tracking”, paper presented at ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brighton, UK: IEEE Signal Processing Society, 2019-05-12 ~ 2019-05-17.

Chun-Kai Wu, Richard Tzong-Han Tsai*, 2018, “Cross-language Article Linking Using Cross-Encyclopedia Entity Embedding”, 334-339 pages, paper presented at Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers), New Orleans, Louisiana: North American Chapter of the Association for Computational Linguistics, 2018-06-01 ~ 2018-06-06.

Last Update:Thu Sep 29 05:58:01 CST 2022

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