@article{clustersareallyouneedpretrainingthetsetl, title = {Clusters are All You Need: Pre-Training the Tsetlin Machine with Semantic Clusters from Language Models for Interpretability}, author = {Jiechao Gao and Rohan Kumar Yadav and Yuangang Li and Yuandong Pan and Jie Wang and Ying Liu and Michael Lepech}, year = {2026}, eprint = {2606.19815}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.19815}, }