A theory-grounded taxonomy of eight communication roles enables scalable annotation via LLMs and outperforms baselines when predicting peer recognition in student teams and performance improvement on a public deliberation dataset.
Mathieu and Scott I
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Who Plays Which Role When? Communication Role Dynamics for Peer Recognition and Team Performance Prediction
A theory-grounded taxonomy of eight communication roles enables scalable annotation via LLMs and outperforms baselines when predicting peer recognition in student teams and performance improvement on a public deliberation dataset.