Markov substitute processes : a new model for linguistics and beyond
  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 support form an exponential family. 
Olivier Catoni and Thomas Mainguy
stat.ML math.ST stat.TH