AI Understands Commonsense Reasoning Better When It Thinks Like a Programmer
SMRTR summary
COCOGEN, a method leveraging large language models of code for structured commonsense reasoning tasks, outperforms traditional language models in generating event graphs, reasoning graphs, and scripts. By representing desired graph outputs as code, COCOGEN achieves superior results across three diverse tasks, demonstrating the effectiveness of code-based models for structured natural language tasks.
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