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Chinese Academy of Sciences And Yale University Find New Approach To Reasoning With Large Language Models

Published on October 13, 2023

Recently, researchers from the Chinese Academy of Sciences and Yale University proposed a new way of using large language models for reasoning and problem-solving.


In their paper, the team experimented with letting large Large Language Models reference similar problems and solutions when being asked a question to "enhance the complex reasoning ability of LLMs", and found that this new approach enjoys "a substantial improvement over the baselines" in areas such as Shortest-path Reasoning and Creative Writing.

By referencing insights from previous solutions, a better solution could be found.