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gradient-free methods 1in-context learning 1multimodal retrieval 1on-device inference 1task-conditioned retrieval 1

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20242026
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cs.CL2026

Gradient-free Task-Conditioned Retrieval for On-Device In-Context Learning

Xinyu Luo, Hui Liu, Yihua Shao +3

The paper introduces Conditional Retrieval Alignment (CoRA), a gradient‑free method that turns a frozen encoder into a task‑conditioned retriever for on‑device in‑context learning,…