Conformal Intent Classification and Clarification for Fast and Accurate Intent Recognition

Conformal Intent Classification and Clarification (CICC) is a framework that turns heuristic uncertainty scores of any intent classifier into a clarification question that is guaranteed to contain the true intent at a pre-defined confidence level, enabling fast and accurate intent recognition.