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cs.LG2021★ 1 cited
Extracting Weighted Automata for Approximate Minimization in Language Modelling
Clara Lacroce, Prakash Panangaden, Guillaume Rabusseau
In this paper we study the approximate minimization problem for language modelling. We assume we are given some language model as a black box. The objective is to obtain a weighted…
cs.FL2021★ 3 cited
Optimal Spectral-Norm Approximate Minimization of Weighted Finite Automata
Borja Balle, Clara Lacroce, Prakash Panangaden +2
We address the approximate minimization problem for weighted finite automata (WFAs) with weights in , over a one-letter alphabet: to compute the best possible approxima…