On Second Thought, Let’s Not Think Step by Step! Bias and Toxicity in Zero-Shot Reasoning Omar Shaikh author Hongxin Zhang author William Held author Michael Bernstein author Diyi Yang author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) Anna Rogers editor Jordan Boyd-Graber editor Naoaki Okazaki editor Association for Computational Linguistics Toronto, Canada conference publication shaikh-etal-2023-second 10.18653/v1/2023.acl-long.244 https://aclanthology.org/2023.acl-long.244/ 2023-07 4454 4470