Nicolas Chesneau

TIGTEC : Token Importance Guided TExt Counterfactuals

2023 · arXiv (Cornell University)

Counterfactual examples explain a prediction by highlighting changes of instance that flip the outcome of a classifier. This paper proposes TIGTEC, an efficient and modular method for generating sparse, plausible and diverse counterfactual explanations for …