基于子事件的对话长文本情感分析

杨京虎, 段亮, 岳昆, 李忠斌

Sentimenta analysis based on subevents for long dialogue texts

Jinghu Yang, Liang Duan, Kun Yue, Zhongbin Li

表4 各模型在对话长文本情感分析任务上的性能

Table 4 Experimental results of sentiment analysis on long dialogue texts

模型 精确率 召回率 F1 TER 76.38% 74.69% 75.53% TextCNN 50.99% 44.00% 46.30% TextRNN 49.07% 39.00% 41.54% FastText 50.98% 40.00% 41.43% DPCNN 52.16% 33.00% 35.37% TextRCNN 57.88% 43.00% 44.76% Transformer 60.93% 33.00% 31.55% TodKat 59.28% 52.68% 55.79% BERT 37.21% 61.00% 46.22% ERNIE 39.15% 63.00% 48.29%