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Yun-Fei Wu

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#artificial intelligence Preprint Oct 2026

Encode Once, Answer Many: Internalizing Context via Parametric Flow

On document question answering, CLIK substantially improves over the no-context base model and outperforms existing hypernetwork-based generators, while remaining behind a base model that reads the context directly, and it carries over to multi-turn dialogue without any multi-turn-specific training.

Xin-Hao Zhong, Meng-Xuan Wu, Chong-Hua Liao et al. · 0 citations

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