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Author

Haipeng Chen

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DIP: Dynamic In-Context Planner For Diffusion Language Models

DIP is proposed, a context-optimization algorithm based on average verified confidence that dynamically ranks and inserts in-context examples during generation, rather than providing all examples up front.

Yang Li, Han Meng, Chenan Wang et al. · 1 citation
#artificial intelligence Preprint Aug 2026

Towards Reliable, Generalizable, and Specific In-Context Knowledge Editing via Multi-Objective Reinforcement Learning

Multi-Objective In-context Knowledge Editing (MO-IKE), a multi-objective RL algorithm that formulates prompt construction for in-context knowledge editing as a Constrained Markov Decision Process, enabling more balanced and globally coherent prompt construction.

Xu-Zhong Wang, Maiqi Jiang, Tejal Nair et al. · 1 citation

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