Neuron-Level Analysis of Cultural Understanding in Large Language Models
Taisei Yamamoto · Ryoma Kumon · Danushka Bollegala · Hitomi Yanaka
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Taisei Yamamoto · Ryoma Kumon · Danushka Bollegala · Hitomi Yanaka
Ryoma Kumon · Hitomi Yanaka
While language models demonstrate sophisticated syntactic capabilities, the extent to which their internal mechanisms align with cross-constructional principles studied in linguistics remains poorly understood. This study investigates whether models employ shared neural mechanisms across differen...
Jin Tanaka · Daiki Matsuoka · Ryoma Kumon · Hitomi Yanaka
We investigate the extent to which the language processing of LLMs resembles human cognitive processes, focusing on a human cognitive bias called the neglect-zero effect . This effect refers to the human tendency to ignore zero-models , which are configurations that render a proposition vacuously...