LLMs are moderately accurate at emotion reasoning in a new appraisal-based theory-of-mind benchmark but rely on System-1-like heuristics and struggle to link specific appraisals to emotions.
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Beyond Context to Cognitive Appraisal: Emotion Reasoning as a Theory of Mind Benchmark for Large Language Models
LLMs are moderately accurate at emotion reasoning in a new appraisal-based theory-of-mind benchmark but rely on System-1-like heuristics and struggle to link specific appraisals to emotions.