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Hayata Shinjo

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Towards Real-world Application of Timeline Summarization in a Local Media

A practical framework that integrates prompt compression and topic modeling is proposed that overcomes context window limitations by compressing inputs while explicitly supplementing them with extracted topic words, thereby preserving global contextual information.

Hayata Shinjo, Israel Mendonça, Masayoshi Aritsugi · 0 citations

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