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Michio Sonoda

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Open access 2026

Semantic Structure and Importance Extraction from Sequential Conversational Data via Dimensional Reduction

This study proposes a robust and semantically enriched framework for conversation understanding based on a composite distributed representation that incorporates both temporal adjacency and semantic proximity between utterances, enabling the visualization of key conversational connections.

Takeshi Matsuda, Michio Sonoda · 0 citations

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