LLMs show a consistent performance drop on arithmetic, spatial, and temporal reasoning tasks when framed in multi-turn dialogues versus isolated settings, demonstrated by the new BOULDER benchmark across eight travel-related tasks.
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Reasoning Gets Harder for LLMs Inside A Dialogue
LLMs show a consistent performance drop on arithmetic, spatial, and temporal reasoning tasks when framed in multi-turn dialogues versus isolated settings, demonstrated by the new BOULDER benchmark across eight travel-related tasks.