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Our Researchers

January 25, 2022

Kunihiro Takeoka

Kunihiro Takeoka

Master in Engineering
Researcher
Data Mining Technology Group
Data Science Research Labs

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
NEC