Are you Talking Logic to Me? Assessing Language Models Syllogistic Reasoning Capabilities
This episode discusses a paper examining if language models perform better when presented with formal logic notation versus natural English. Researchers developed a framework called CLGC to test various notations on syllogisms. Findings show that smaller models benefit from compact symbolic notation, while larger models leverage their training on natural language, aiming to improve AI reliability in logical tasks.