A temporal knowledge graph of character mental states is proposed to improve LLM performance on a new ToM benchmark, but the evaluation is circular because the same LLM generated the benchmark and the hints.
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EvolvTrip: Enhancing Literary Character Understanding with Temporal Theory-of-Mind Graphs
A temporal knowledge graph of character mental states is proposed to improve LLM performance on a new ToM benchmark, but the evaluation is circular because the same LLM generated the benchmark and the hints.