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Original Research
Published 18 September 2026
Brain-inspired cognitive state modeling of complex English discourse reading: an LLM-parameterized hierarchical semi-Markov approach
Bing Xie · Yongjin Hu · Linlin Zhao
Frontiers in Neurorobotics
doi 10.3389/fnbot.2026.1930227