1 citations · 1 across the 4 of their papers we have counts for
4 papers
Large Language Model Meets Constraint Propagation
Alexandre Bonlarron, Florian Régin, Elisabetta De Maria +1
Large Language Models (LLMs) excel at generating fluent text but struggle to enforce external constraints because they generate tokens sequentially without explicit control mechani…
Markov Constraint as Large Language Model Surrogate
Alexandre Bonlarron, Jean-Charles Régin
This paper presents NgramMarkov, a variant of the Markov constraints. It is dedicated to text generation in constraint programming (CP). It involves a set of n-grams (i.e., sequenc…
Intertwining CP and NLP: The Generation of Unreasonably Constrained Sentences
Alexandre Bonlarron, Jean-Charles Régin
Constrained text generation remains a challenging task, particularly when dealing with hard constraints. Traditional NLP approaches prioritize generating meaningful and coherent ou…
Imposing edges in Minimum Spanning Tree
Nicolas Isoart, Jean-Charles Régin
We are interested in the consequences of imposing edges in a minimum spanning tree. We prove that the sum of the replacement costs in of the imposed edges is a lower bounds…