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Hidetoshi Shimodaira

Understanding Higher-Order Correlations Among Semantic Components in Embeddings

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Sep 30, 2024
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Norm of Mean Contextualized Embeddings Determines their Variance

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Sep 17, 2024
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Shimo Lab at "Discharge Me!": Discharge Summarization by Prompt-Driven Concatenation of Electronic Health Record Sections

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Jun 26, 2024
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Revisiting Cosine Similarity via Normalized ICA-transformed Embeddings

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Jun 16, 2024
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Predicting Drug-Gene Relations via Analogy Tasks with Word Embeddings

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Jun 03, 2024
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Axis Tour: Word Tour Determines the Order of Axes in ICA-transformed Embeddings

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Jan 11, 2024
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Block-Diagonal Orthogonal Relation and Matrix Entity for Knowledge Graph Embedding

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Jan 11, 2024
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Knowledge Sanitization of Large Language Models

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Sep 21, 2023
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Discovering Universal Geometry in Embeddings with ICA

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May 22, 2023
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3D Rotation and Translation for Hyperbolic Knowledge Graph Embedding

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May 22, 2023
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