# On Second Thought, Let’s Not Think Step by Step! Bias and Toxicity in Zero-Shot Reasoning

> Research article (Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023) · cited 62× · AI/ML

**Wikidata**: [openalex:W4385571830](https://www.wikidata.org/wiki/openalex:W4385571830)  
**Source**: https://4ort.xyz/entity/on-second-thought-lets-not-think-step-by-step-bias-and-toxicity-in-zero-shot-reasoning