Generating coherent chains of thought via prompting

Home

Discover

Bookmarks

Keep Up With Latest Trending Papers. Computer Science, AI and Machine Learning and more.Subscribe

CC BY

Source arXiv

Artificial Intelligence

Computation and Language

Generating coherent chains of thought via prompting

Chain of Thought Prompting Elicits Reasoning in Large Language Models

We explore the ability of language models to generate a coherent chain of thought, a series of short sentences that mimic the reasoning process a person might have when responding to a question.

Experiments show that inducing a chain of thought via prompting can enable sufficiently large language models to better perform reasoning tasks that otherwise have flat scaling curves.

Authors

Jason Wei, Xuezhi Wang, Dale Schuurmans, Maarten Bosma, Ed Chi, Quoc Le, Denny Zhou

◐ Latest Activity

◐ Recommended Follows