TL;DR: We present BotSIM, a data-efficient end-to-end Bot SIMulation toolkit for evaluation, diagnosis, and improvement of commercial task-oriented dialogue (TOD) systems. BotSIM’s “generation-simulation-remediation” paradigm can accelerate the end-to-end bot evaluation and iteration process…