“…This paper relates to a long line of work on understanding explanations, including explanations' human interpretability (Miller, 2019;Jacovi and Goldberg, 2020;Alqaraawi et al, 2020;Nguyen et al, 2021), explanations' faithfulness and ability to detect shortcuts (Geirhos et al, 2020) or spurious features (Bastings et al, 2021;Madsen et al, 2021;Zhou et al, 2021), and applications to OOD data (Ye and Durrett, 2022;Choi et al, 2022), including papers in the intersection of multiple directions (Adebayo et al, 2022;.…”