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Cheng-Wei Qin

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#machine learning Preprint Sep 2026

Dyad: Extending Large Language Models with Native Typed Decision-Making

Dyad is introduced, an architecture that augments a pretrained LLM with an environment-conditioned action encoder that embeds each candidate action description in parallel, then scores these embeddings against the LLM's internal state to yield a distribution over typed actions.

Yundaichuan Zhan, Wei-Shi Wang, Wen-Biao Liu et al. · 0 citations

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