most citedSemiCD-VL: Visual-Language Model Guidance Makes Better Semi-supervised Change Detector

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cs.AI2025

Designing Domain-Specific Agents via Hierarchical Task Abstraction Mechanism

Kaiyu Li, Jiayu Wang, Zhi Wang +4

LLM-driven agents, particularly those using general frameworks like ReAct or human-inspired role-playing, often struggle in specialized domains that necessitate rigorously structur…