320 citations · 1.4k across the 33 of their papers we have counts for
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3 papers · 1 filter
cs.CL2017★ 9 cited
Language as a matrix product state
Vasily Pestun, John Terilla, Yiannis Vlassopoulos
We propose a statistical model for natural language that begins by considering language as a monoid, then representing it in complex matrices with a compatible translation invarian…
cs.CL2017★ 11 cited
Tensor network language model
Vasily Pestun, Yiannis Vlassopoulos
We propose a new statistical model suitable for machine learning of systems with long distance correlations such as natural languages. The model is based on directed acyclic graph…
hep-th2017★ 35 cited
Fractional quiver W-algebras
Taro Kimura, Vasily Pestun
We introduce quiver gauge theory associated with the non-simply-laced type fractional quiver, and define fractional quiver W-algebras by using construction of arXiv:1512.08533 and…