Goodman, Noah D.

STaR: Bootstrapping Reasoning With Reasoning

2022 · arXiv (Cornell University)

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 …