Clinical efficacy of pre-trained large language models through the lens of aphasia
Yan Cong,
Arianna N. LaCroix,
Jiyeon Lee
Abstract:The rapid development of large language models (LLMs) motivates us to explore how such state-of-the-art natural language processing systems can inform aphasia research. What kind of language indices can we derive from a pre-trained LLM? How do they differ from or relate to the existing language features in aphasia? To what extent can LLMs serve as an interpretable and effective diagnostic and measurement tool in a clinical context? To investigate these questions, we constructed predictive and correlational mod… Show more
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