Weighting Model Based on Group Dynamics to Measure Convergence in Multi-party Dialogue

WS 2018 Zahra RahimiDiane Litman

This paper proposes a new weighting method for extending a dyad-level measure of convergence to multi-party dialogues by considering group dynamics instead of simply averaging. Experiments indicate the usefulness of the proposed weighted measure and also show that in general a proper weighting of the dyad-level measures performs better than non-weighted averaging in multiple tasks...

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