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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
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APA4ort.xyz Knowledge Graph. (2026). On Second Thought, Let’s Not Think Step by Step! Bias and Toxicity in Zero-Shot Reasoning. Retrieved May 24, 2026, from https://4ort.xyz/entity/on-second-thought-lets-not-think-step-by-step-bias-and-toxicity-in-zero-shot-reasoning
MLA“On Second Thought, Let’s Not Think Step by Step! Bias and Toxicity in Zero-Shot Reasoning.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/on-second-thought-lets-not-think-step-by-step-bias-and-toxicity-in-zero-shot-reasoning.
BibTeX@misc{4ortxyz_on-second-thought-lets-not-think-step-by-step-bias-and-toxicity-in-zero-shot-reasoning_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{On Second Thought, Let’s Not Think Step by Step! Bias and Toxicity in Zero-Shot Reasoning}}, year = {2026}, url = {https://4ort.xyz/entity/on-second-thought-lets-not-think-step-by-step-bias-and-toxicity-in-zero-shot-reasoning}, note = {Accessed: 2026-05-24}}
LLM promptAccording to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): On Second Thought, Let’s Not Think Step by Step! Bias and Toxicity in Zero-Shot Reasoning — https://4ort.xyz/entity/on-second-thought-lets-not-think-step-by-step-bias-and-toxicity-in-zero-shot-reasoning (retrieved 2026-05-24)
