Truthful or Fabricated? Using Causal Attribution to Mitigate Reward Hacking in Explanations

Pedro Ferreira, Wilker Aziz, Ivan Titov

Chain-of-thought explanations are widely used to inspect the decision process of large language models (LLMs) and to evaluate the trustworthiness of model outputs, making them impo…