MIAN: Multi-head Incongruity Aware Attention Network with transfer learning for sarcasm detection

Xin Guan, Jiuxin Cao, Hui Zhang, Biwei Cao, Bo Liu

Abstract: Highlights•A novel Multi-head Incongruity Aware Attention Network for sarcasm detection.•Multi-head self-match network focuses on target semantic incongruity.•Multi-head co-match Network focuses on contextual semantic incongruity.•Improve model’s sentiment representation through transfer learning.