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