Social Process models, which treat each conversation group as a meta-learning task and condition forecasts on a short context of the same group, can interpolate to unseen synthetic group dynamics but do not extrapolate beyond training variety.
Prediction of Next-Utterance Timing using Head Movement in Multi-Party Meetings
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Social Processes: Probabilistic Meta-learning for Adaptive Multiparty Interaction Forecasting
Social Process models, which treat each conversation group as a meta-learning task and condition forecasts on a short context of the same group, can interpolate to unseen synthetic group dynamics but do not extrapolate beyond training variety.