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cs.CL2026
Contextual Semantic Relevance Tracks fMRI BOLD Responses During Naturalistic Speech Comprehension
Kun Sun, Rong Wang
Naturalistic language comprehension requires listeners to process both local probabilistic expectations and contextual semantic relations. This study tested whether contextual sema…
cs.CL2026
Contextual Semantic Relevance and Word Surprisal Predict N400 and P600 Dynamics During Naturalistic Reading
Kun Sun, Rong Wang
Word surprisal is a well-established computational predictor of human neural responses during language comprehension, but it remains less clear whether local semantic fit explains…
cs.CL2026
Prior over Evidence: Stereotype-Driven Diagnosis in LLM-Based L2 Pronunciation Feedback
Rong Wang, Kun Sun
Large language models are increasingly deployed for written pronunciation feedback in second-language (L2) English learning, under the assumption that their diagnoses are grounded…