most citedOneSearch: A Preliminary Exploration of the Unified End-to-End Generative Framework for E-commerce Search

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cs.LG2026

Learn Now, Use Next, Trust Later: Prequential Test-Time Learning for LLM Agents

Tong Zhao, Reed Li, Yuyang Hu +5

Adapting large language model agents during deployment requires not only retaining past experience, but also turning new observations into timely guidance. Many test-time learning…