Web: http://arxiv.org/abs/2209.07686

Sept. 19, 2022, 1:11 a.m. | Aman Madaan, Amir Yazdanbakhsh

cs.LG updates on arXiv.org arxiv.org

Reasoning is a key pillar of human cognition and intelligence. In the past
decade, we witnessed dramatic gains in natural language processing and
unprecedented scaling of large language models. Recent work has characterized
the capability of few-shot prompting techniques such as chain of thought to
emulate human reasoning in large language models. This hallmark feature of
few-shot prompting, combined with ever scaling language models, opened a vista
of possibilities to solve various tasks, such as math word problems, code
completion, …

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