基于多任务学习与层叠 Transformer 的多模态情感分析模型
陈巧红,孙佳锦,漏杨波,方志坚

Multimodal sentiment analysis model based on multi-task learning and stacked cross-modal Transformer
Qiao-hong CHEN,Jia-jin SUN,Yang-bo LOU,Zhi-jian FANG
表 4 所提模型在SIMS数据集上的消融实验结果
Tab.4 Results of ablation experiments of proposed model in SIMS dataset
对比模型 Acc2/% F1/% Acc3/% MAE Corr
MTSA 84.18 83.98 71.42 38.85 64.89
MTSA+WA 84.36 84.11 71.57 38.71 64.72
MTSA-G 82.32 82.08 71.06 40.17 61.31
MTSA-GMT 82.27 81.98 70.37 42.91 58.04
MTSA-SMT 81.08 81.03 70.11 43.63 57.74