Diffusion Language Models as Open Quantum Systems

Akinori Tanaka, Yukinao Akamatsu, Takuki Tomita +1

Diffusion language models generate text by reversing a classical diffusion process over token sequences. We show that their continuous-time forward and reverse dynamics can be embe…