Attentional Neural Network for Emotion Detection in Conversations with Speaker Influence Awareness
Attentional Neural Network for Emotion Detection in Conversations with Speaker Influence Awareness
Jia Wei,Shi Feng,2 Authors,Xiangju Li
2019 · DOI: 10.1007/978-3-030-32236-6_25
Natural Language Processing and Chinese Computing · 4 Citations
TLDR
Speaker Influence-aware Neural Network model (SINN) is proposed to predict the emotion of the last utterance in a conversation, which explicitly models the self and inter-speaker influences of historical utterances with GRUs and hierarchical attention matching network.