多视角网页分类数据集构建及性能评估

孙辰星, 刘伟, 卢彬, 梁诗宇, 诸云强, 甘小莺

Multi⁃view webpage classification dataset construction and evaluation

Chenxing Sun, Wei Liu, Bin Lu, Shiyu Liang, Yunqiang Zhu, Xiaoying Gan

表4 多种基准算法在本文Web?Minds上的网页主题分类性能

Table 4 Performance of webpage topic classification by different benchmark algorithms on our Web?Minds

方法 Acc Micro⁃R Micro⁃F1 LR 48.37% 58.25% 0.5633 SVM 51.35% 60.42% 0.6267 BERT 68.75% 76.35% 0.8430 RoBERTa 69.59% 77.21% 0.7690 XLNet 68.03% 75.88% 0.7478 RiSER 62.87% 69.47% 0.7064 DC⁃F 65.74% 73.27% 0.7265 SMGCN 70.12% 77.76% 0.7709 Fusion 74.36% 81.79% 0.8021