Oyama, Momose
- Norm of Word Embedding Encodes Information Gain
2022/12/19 by Momose Oyama, Oyama, Momose, Sho Yokoi +3 · 5 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Neural Networks and Applications #Topic Modeling
- Discovering Universal Geometry in Embeddings with ICA
2023/05/22 by Yamagiwa, Hiroaki, Oyama, Momose, Shimodaira, Hidetoshi · 4 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Predicting drug-gene relations via analogy tasks with word embeddings
2024/06/03 by Hiroaki Yamagiwa, Ryoma Hashimoto, Yamagiwa, Hiroaki +14 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #Computational Drug Discovery Methods #FOS: Computer and information sciences
- Revisiting Cosine Similarity via Normalized ICA-transformed Embeddings
2024/06/16 by Hiroaki Yamagiwa, Yamagiwa, Hiroaki, Momose Oyama +3 · 1 citation
Computer Science · #Blind Source Separation Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Neural Networks and Applications #Speech and Audio Processing
- Understanding Higher-Order Correlations Among Semantic Components in Embeddings
2024/09/30 by Momose Oyama, Hiroaki Yamagiwa, Oyama, Momose +3 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies