Meet FANToM: A Benchmark for Stress-testing Machine Theory of Mind in Interactions

In conversational AI, evaluating the Theory of Mind (ToM) through question-answering has become an essential benchmark. However, passive narratives need to improve in assessing ToM capabilities. To address this limitation, diverse questions have been designed to necessitate the same reasoning skills. These questions have revealed the limited ToM capabilities of LLMs. Even with chain-of-thought reasoning […]

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