PCP adds a PSD risk metric and an explicit Emotion node to BDI models, confining LLM use to parameter estimation, and reports 10.68% higher arousal timing accuracy on Hurricane Sandy data.
arXiv preprint arXiv:2405.10860 (2024)
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S^2tory uses narratological theory and a Narrative Expert Agent to identify plot nuclei in movie scripts for high-fidelity summarization at 3.5x compression, with strong zero-shot generalization to books.
citing papers explorer
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When Cognitive Graphs Meet LLMs: BDEI Cognitive Pathways for Panic Emotional Arousal Prediction
PCP adds a PSD risk metric and an explicit Emotion node to BDI models, confining LLM use to parameter estimation, and reports 10.68% higher arousal timing accuracy on Hurricane Sandy data.
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S^2tory: Story Spine Distillation for Movie Script Summarization
S^2tory uses narratological theory and a Narrative Expert Agent to identify plot nuclei in movie scripts for high-fidelity summarization at 3.5x compression, with strong zero-shot generalization to books.