Xuezhi Wang, Jason Wei, Dale Schuurmans, Quoc Le, Ed Chi, and Denny Zhou. Self-consistency improves
chain of thought reasoning in language models. arXiv preprint arXiv:2203.11171, 2022b. URL https:
//arxiv.org/abs/2203.11171.

Yizhong Wang, Swaroop Mishra, Pegah Alipoormolabashi, Yeganeh Kordi, Amirreza Mirzaei, Anjana
Arunkumar, Arjun Ashok, Arut Selvan Dhanasekaran, Atharva Naik, David Stap, et al. Benchmarking
generalization via in-context instructions on 1,600+ language tasks. arXiv preprint arXiv:2204.07705, 2022c.
URL https://arxiv.org/abs/2204.07705.

Jason Wei, Maarten Bosma, Vincent Y. Zhao, Kelvin Guu, Adams Wei Yu, Brian Lester, Nan Du, Andrew M.
Dai, and Quoc V. Le. Finetuned language models are zero-shot learners. ICLR 2022, 2021. URL https:
//openreview.net/forum?id=gEZrGCozdqR.
Scaling Instruction-Finetuned Language Models