国際会議発表 (査読有り)

• Ao Liu, Zhen Wu, Jindong Wang, Wenxin Hou, Yidong Wang, Hao Wu, Takahiro Shinozaki, Manabu Okumura, Yue Zhang. Unlabeled Data for Target-Oriented Opinion Words Extraction,, The 29th International Conference on Computational Linguistics (COLING 2022), Oct. 2022.
• Bowen Zhang, Yidong Wang, Wenxin Hou, Hao Wu, Jindong Wang, Manabu Okumura. FlexMatch: Boosting Semi-Supervised Learning with Curriculum Pseudo Labeling, Thirty-Fifth Conference on Neural Information Processing Systems NeurIPS 2021, Dec. 2021.
• Yijin Xiong, Yukun Feng, Hao Wu, Hidetaka Kamigaito, Manabu Okumura. Fusing Label Embedding into BERT: An Efficient Improvement for Text Classification, ACL-IJCNLP 2021, Aug. 2021.

学位論文

• Multi-Grained Consistency Regularization for Target-oriented Opinion Words Extraction,  Master (Engineering),  Tokyo Institute of Technology, 

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