Momose Oyama
- I am a first-year Ph.D student at Shimodaira Lab, Kyoto University.
- Research interest:
- Understanding How Embedding Geometry Encodes Meaning
- Interpretation of Neural Network Models
- E-Mail: oyama.momose [atmark] sys.i.kyoto-u.ac.jp
- Google Scholar
Publications
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Momose Oyama, Hiroaki Yamagiwa, Hidetoshi Shimodaira.
Understanding Higher-Order Correlations Among Semantic Components in Embeddings. EMNLP 2024 (Main).
[arXiv]
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Hiroaki Yamagiwa*, Momose Oyama*, Hidetoshi Shimodaira.
Discovering Universal Geometry in Embeddings with ICA. EMNLP 2023 (Main).
[arXiv] [ACL Anthology]
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Momose Oyama, Sho Yokoi, Hidetoshi Shimodaira.
Norm of Word Embedding Encodes Information Gain. EMNLP 2023 (Main).
[arXiv] [ACL Anthology]
Preprint
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Hiroaki Yamagiwa, Momose Oyama, Hidetoshi Shimodaira.
Revisiting Cosine Similarity via Normalized ICA-transformed Embeddings.
[arXiv]
Awards
Experiences
- 2023/06 - Present Research Assistant, RIKEN Center for Advanced Intelligence Project
- 2022/04 - 2023/05 Research Assistant, Kyoto University
- 2021/07 - 2022/03 Research Assistant, RIKEN Center for Advanced Intelligence Project
Education
- 2024/04 - Present Ph.D in Informatics, Kyoto University.
- 2022/04 - 2024/03 M.S. in Informatics, Kyoto University.
- 2018/04 - 2022/03 B.E. in Informatics, Kyoto University.