Shimodaira, Hidetoshi

1. Knowledge Sanitization of Large Language Models
   2023/09/21 by Yoïchi Ishibashi, Hidetoshi Shimodaira, Ishibashi, Yoichi +1 · 11 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data #Topic Modeling
2. 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
3. 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
4. A probabilistic framework for multi-view feature learning with many-to-many associations via neural networks
   2018/02/13 by Akifumi Okuno, Okuno, Akifumi, Tetsuya Hada +3 · 1 citation
   Computer Science · #Advanced Graph Neural Networks #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (stat.ML)
5. Zipfian Whitening
   2024/11/01 by Sho Yokoi, Yokoi, Sho, Han Bao +5 · 2 citations
   Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · Chemistry · #Computation and Language (cs.CL) #Dye analysis and toxicity #FOS: Computer and information sciences #Garlic and Onion Studies #Machine Learning (cs.LG) #Machine Learning (stat.ML) #melanin and skin pigmentation
6. Selective inference for the problem of regions via multiscale bootstrap
   2017/11/02 by Yoshikazu Terada, Terada, Yoshikazu, Hidetoshi Shimodaira +1 · 1 citation
   Computer Science · Mathematics · Earth and Planetary Sciences · #Bayesian Methods and Mixture Models #Morphological variations and asymmetry #Geology and Paleoclimatology Research
7. Axis Tour: Word Tour Determines the Order of Axes in ICA-transformed Embeddings
   2024/01/11 by Yamagiwa, Hiroaki, Takase, Yusuke, Shimodaira, Hidetoshi · 1 citation
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
8. Predicting drug-gene relations via analogy tasks with word embeddings
   2024/06/03 by Hiroaki Yamagiwa, Yamagiwa, Hiroaki, Ryoma Hashimoto +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
9. 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
10. 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
11. Shimo Lab at "Discharge Me!": Discharge Summarization by Prompt-Driven Concatenation of Electronic Health Record Sections
    2024/06/26 by Yunzhen He, He, Yunzhen, Hiroaki Yamagiwa +3 · 1 citation
    Health Professions · Nursing · #Computation and Language (cs.CL) #Electronic Health Records Systems #FOS: Computer and information sciences #Nursing Diagnosis and Documentation