Dualgats: Dual graph attention networks for emotion recognition in conversations

D Zhang, F Chen, X Chen - … of the 61st Annual Meeting of the …, 2023 - aclanthology.org
Capturing complex contextual dependencies plays a vital role in Emotion Recognition in
Conversations (ERC). Previous studies have predominantly focused on speaker-aware …

DQ-HGAN: A heterogeneous graph attention network based deep Q-learning for emotional support conversation generation

G Li, M Wu, C Wang, Z Liu - Knowledge-Based Systems, 2024 - Elsevier
Abstract Emotional Support Conversation (ESC) is widely applied in the fields of intelligent
companionship, particularly in psychological health support and customer service. However …

Producing Considerate Responses: Progressive Staged Training for Emotional Support Conversation

G Lv, J Li, X Wang, X Zhan… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Emotional support conversation (ESC) aims to alleviate the negative emotions of help-
seekers by providing psychological assistance. Existing approaches typically overlook the …

Think twice: A human-like two-stage conversational agent for emotional response generation

Y Qian, B Wang, S Ma, W Bin, S Zhang, D Zhao… - arxiv preprint arxiv …, 2023 - arxiv.org
Towards human-like dialogue systems, current emotional dialogue approaches jointly
model emotion and semantics with a unified neural network. This strategy tends to generate …

ARIEL: Brain-Computer Interfaces meet Large Language Models for Emotional Support Conversation

P Sorino, GM Biancofiore, D Lofù, T Colafiglio… - Adjunct Proceedings of …, 2024 - dl.acm.org
In an era characterized by unprecedented virtual connectivity, paradoxically, individuals
often find themselves disconnected from genuine human interactions. The advent of remote …