LINE Corporation November 2021 - March 2022
AI Company, Machine Learning & Server-side Engineer ( Part-time job )
Python / Docker / Kubernetes
Ayaka Ueyama
Machine Learning Engineer / Data Scientist at Recruit Co., Ltd.
Master of Informatics
Work Experiences
Recruit Co., Ltd. October 2021 - November 2021
Data Scientist & Machine Learning Engineer ( Part-time job )
Python / BigQuery
LINE Corporation August 2021 - September 2021
AI Company, Machine Learning & Server-side Engineer ( Internship )
Python / Docker / Kubernetes
[blog]
Akatsuki Inc. July 2021
Server-side Engineer ( Internship )
Ruby on Rails / AWS
Speee Inc. May 2021
Winner of a 1-day Internship.
Publications
Journal
Masaki Fujita, Takaaki Onaga, Ayaka Ueyama, Yoshinobu Kano.
Legal Textual Entailment using Ensemble of Rule-based and BERT-based method with Data Augmentation
by Related Article Generation.
Lecture Notes in Artificial Intelligence, Cham: Springer Nature Switzerland, 2023.
[paper]
Ayaka Ueyama, Yoshinobu Kano.
Diverse Dialogue Generation by Deep Learning Methods Using Loss Function Incorporating Word
Statistics.
Transactions of the Japanese Society for Artificial Intelligence, Vol. 37, No. 2, 2022.
[paper]
International Conferences (referred)
Ayaka Ueyama, Yoshinobu Kano.
Dialogue Response Generation Using Completion of Omitted Predicate Arguments Based on Zero Anaphora
Resolution.
In Proceedings of the 24th Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL2023,
Main),
Prague Czechia, 2023.
[paper]
Masaki Fujita, Takaaki Onaga, Ayaka Ueyama, Yoshinobu Kano.
Legal Textual Entailment using Ensemble of Rule-based and BERT-based method with Data Augmentations
including Generation without Excess or Deficiency.
In Proceedings of the 16th International Workshop on Juris-informatics (JURISIN2022), Kyoto Japan, 2022.
Ayaka Ueyama, Yoshinobu Kano.
Diverse Dialogue Generation with Context Dependent Dynamic Loss Function.
In Proceedings of the 28th International Conference on Computational Linguistics (COLING2020, Main),
pp.4123–4127, Barcelona Spain (Online), 2020. (Acceptance rate:26.2%)
[paper]
Domestic Conference / Others
Awards
静岡大学 総合科学技術研究科 情報学専攻 首席卒業, March 2023. [news]
言語処理学会第29回年次大会 若手奨励賞, March 2023. [news]
静岡大学 2022年度 成績優秀者賞, December 2022. [news]
静岡大学 情報学部 首席卒業, March 2021. [news]
静岡大学 2020年度 成績優秀者賞, December 2020. [news]
静岡大学 2019年度 成績優秀者賞, July 2019. [news]
Certificates
Applied Information Technology Engineer Examination (AP), December 2020.
Fundamental Information Technology Engineer Examination (FE), November 2018.
Education
April 2021 - March 2023
Master's degree, Department of Informatics, School of Integrated Science and Technology, Shizuoka
University
April 2017 - March 2021
Bachelor's degree, Department of Computer Science, School of Informatics, Shizuoka
University