CognNet: An Interpretable LLM-as-Judge Framework for SOLO-Level Prediction Using Structured Cognitive Evidence

Jiayuan Liu, Xin-xing, Miao He, Feng Gao, Qipin Cheng. CognNet: An Interpretable LLM-as-Judge Framework for SOLO-Level Prediction Using Structured Cognitive Evidence. IEEE Access, 14:86851-86867, 2026. [doi]

Abstract

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