no code implementations • 31 Dec 2023 • Enas Altarawneh, Ameeta Agrawal, Michael Jenkin, Manos Papagelis
In this work, we introduce the novel problem of Predicting Emotions in Conversations (PEC) for the next turn (n+1), given combinations of textual and/or emotion input up to turn n. We systematically approach the problem by modeling three dimensions inherently connected to evoked emotions in dialogues, including (i) sequence modeling, (ii) self-dependency modeling, and (iii) recency modeling.
no code implementations • 22 Jun 2023 • Enas Altarawneh, Ammeta Agrawal, Michael Jenkin, Manos Papagelis
Online conversations are particularly susceptible to derailment, which can manifest itself in the form of toxic communication patterns like disrespectful comments or verbal abuse.
