Jiachen Wo
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126
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NLP×1AI×1
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2026
From Isolated Tasks to Structured Capabilities: A Multilayer Taxonomy for Large Language Models
Researchers introduce a multi-layer taxonomy of capabilities for large language models based on human cognitive science, mapping 15,934 LLM-focused papers and demonstrating operational utility.
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cs.CLcs.AIEmpiricalRecentJul 24, 2026
From Isolated Tasks to Structured Capabilities: A Multilayer Taxonomy for Large Language Models
Shixin Fang, Jiachen Wo, Wenjuan Qin, Sihang Jiang +1 more
Researchers introduce a multi-layer taxonomy of capabilities for large language models based on human cognitive science, mapping 15,934 LLM-focused papers and demonstrating operational utility.
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