Invited Talk at Muroran Institute of Technology (Co-organized)
An invited talk by Associate Professor Jiyi Li, Hokkaido University, Japan, will be held on July 17, 2026, in Room R205, Education & Research Building No. 8, Muroran Institute of Technology, 27-1 Mizumoto-cho, Muroran, Hokkaido, 0508585 Japan. Associate Professor Kazuya Sakai will share some interesting ideas about Crowdsourcing and Human Computation: Quality, Applications, and Challenges in the LLM Era.
CO-ORGANIZED BY:
IEEE Muroran Institute of Technology Student Branch (SB)
IEEE Systems, Man, and Cybernetics Society Muroran Institute of Technology Student Branch Chapter
IEEE Computer Society Muroran Institute of Technology Student Branch Chapter
IEEE Sapporo Section Young Professionals (YP)
The Center for Computer Science (CCS), Muroran Institute of Technology
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Associate Professor Jiyi Li of Hokkaido University, Japan
Crowdsourcing and Human Computation: Quality, Applications, and Challenges in the LLM Era
Crowdsourcing and human computation have become indispensable methods for leveraging collective intelligence in the collaboration between humans and AI. This presentation provides an overview of key challenges and recent advances in this field, focusing on three main topics. First, it discusses quality control in crowdsourcing, including the aggregation of crowd responses, truth inference, and learning from noisy crowd labels. Second, it introduces case studies of crowdsourcing applications beyond data collection tasks. Finally, it explores emerging challenges in the era of large language models (LLMs).
Biography:
Jiyi Li received the Ph.D. degree from the Graduate School of Informatics, Kyoto University, Japan. He is currently an Associate Professor with the Graduate School of Information Science and Technology, Hokkaido University, Japan. His research interests include crowdsourcing and human computation, data mining, natural language processing, data engineering, and multimedia. He has published more than 100 papers in major international conferences and journals including ICML, AAAI, IJCAI, WWW, SIGIR, ACL, EMNLP, MM, CIKM and ICASSP. He received the 19th DBSJ Kambayashi Young Researcher Award from the Database Society of Japan.
Address:Japan