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            Self-Taught Reasoner (STaR)
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            Self-Taught Reasoner (STaR)

            Nov 28, 2022

            Speakers

            EZ

            Eric Zelikman

            Speaker · 0 followers

            YW

            Yuhuai Wu

            Speaker · 0 followers

            JM

            Jesse Mu

            Speaker · 1 follower

            About

            Generating step-by-step "chain-of-thought" rationales improves language model performance on complex reasoning tasks like mathematics or commonsense question-answering. However, inducing language model rationale generation currently requires either constructing massive rationale datasets or sacrificing accuracy by using only few-shot inference. We propose a technique to iteratively leverage a small number of rationale examples and a large dataset without rationales, to bootstrap the ability to p…

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