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A Similarity Measure for Comparing Conversational Dynamics (2025.findings-emnlp)
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| Challenge: | Qualities of a conversation are dependent on how interactions combine to form a “shape” of the conversation. |
| Approach: | They propose a similarity measure to capture differences in conversation dynamics and assess its sensitivity to the topic of the conversation. |
| Outcome: | The proposed measure captures differences in conversation dynamics and assesses its sensitivity to the topic of the conversation. |