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Our Researchers
January 25, 2022
Kunihiro Takeoka
Master in Engineering
Researcher
Research area
- Machine Learning
- Data Mining
- Natural Language Processing
Papers
- Kunihiro Takeoka, Kosuke Akimoto, Masafumi Oyamada, "Low-resource Taxonomy Enrichment with Pretrained Language Models", EMNLP 2021.
- Masafumi Enomoto, Kunihiro Takeoka, Yuyang Dong, Masafumi Oyamada, Takeshi Okadome, "Quality Control for Hierarchical Classification with Incomplete Annotations", PAKDD 2021.
- Yuyang Dong, Kunihiro Takeoka, Chuan Xiao, Masafumi Oyamada, "Efficient joinable table discovery in data lakes: A high-dimensional similarity-based approach", ICDE 2021.
- Yuyang Dong, Chuan Xiao, Hanxiong Chen, Jefferey Xu Yu, Kunihiro Takeoka, Masafumi Oyamada, Hiroyuki Kitagawa, "Continuous Top-k Spatial-Keyword Search on Dynamic Objects", 2021, VLDB Journal.
- Kunihiro Takeoka, Yuyang Dong, Masafumi Oyamada, "Learning from Unsure Responses", AAAI 2020.
- Kunihiro Takeoka, Masafumi Oyamada, Shinji Nakadai, Takeshi Okadome. "Meimei: An Efficient Probabilistic Approach for Semantically Annotating Tables", AAAI 2019.
Academic/professional career summary
- March 2018
-
Master of Engineering, Kwansei Gakuin University
- April 2018
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NEC