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stat.ML2016
Markov substitute processes : a new model for linguistics and beyond
Olivier Catoni, Thomas Mainguy
We introduce Markov substitute processes, a new model at the crossroad of statistics and formal grammars, and prove its main property : Markov substitute processes with a given sup…
stat.ML2013
Toric grammars: a new statistical approach to natural language modeling
Olivier Catoni, Thomas Mainguy
We propose a new statistical model for computational linguistics. Rather than trying to estimate directly the probability distribution of a random sentence of the language, we defi…