2025
Reasoning is Periodicity? Improving Large Language Models Through Effective Periodicity Modeling
NeurIPS 2025poster
Periodicity, as one of the most important basic characteristics, lays the foundation for facilitating structured knowledge acquisition and systematic cognitive processes within human learning paradigms. However, the potential flaws of periodicity modeling in Transformer affect the learning efficienc…