FAC${}^2$E: Better Understanding Large Language Model Capabilities by Dissociating Language and Cognition

Xiaoqiang Wang, Lingfei Wu, Tengfei Ma +1

Large language models (LLMs) are primarily evaluated by overall performance on various text understanding and generation tasks. However, such a paradigm fails to comprehensively di…