2 papers
cs.CL2026
Phase transition on a context-sensitive random language model with short range interactions
Yuma Toji, Jun Takahashi, Vwani Roychowdhury +1
Since the random language model was proposed by E. DeGiuli [Phys. Rev. Lett. 122, 128301], language models have been investigated intensively from the viewpoint of statistical mech…
stat.ML2026
Berezinskii--Kosterlitz--Thouless transition in a context-sensitive random language model
Yuma Toji, Jun Takahashi, Vwani Roychowdhury +1
Several power-law critical properties involving different statistics in natural languages -- reminiscent of scaling properties of physical systems at or near phase transitions -- h…