LLM-Guided Semantic Bootstrapping for Interpretable Text Classification with Tsetlin Machines

Jiechao Gao, Rohan Kumar Yadav, Yuangang Li +4

Pretrained language models (PLMs) like BERT provide strong semantic representations but are costly and opaque, while symbolic models such as the Tsetlin Machine (TM) offer transpar…