基于异质图卷积神经网络的论点对抽取模型
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刘议丹,朱小飞,尹雅博
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Heterogeneous graph convolutional neural network for argument pair extraction
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Yidan LIU,Xiaofei ZHU,Yabo YIN
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| 表 5 HGCN-APE案例研究 |
| Tab.5 Case study of HGCN-APE |
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| 样本 | 真实评审段论点 | 预测评审段论点 | 真实反驳段论点 | 预测反驳段论点 | 真实论点对 | 预测论点对 | | 1 | 8-9 | 8-9 | 1-7 | 1-7 | (8-9)-(1-7) | (6-7)-(1-7) | | 10-15 | 10-15 | 8-13 | 8-13 | (10-15)-(8-13) | (10-15)-(8-13) | | — | 6-7 | — | — | — | — | | 2 | 10-11 | 10-11 | 1-8 | 1-8 | (10-11)-(1-8) | (10-11)-(1-8) | | 12-12 | 12-12 | 9-11 | 9-11 | (12-12)-(9-11) | (12-12)-(9-11) | | 16-17 | 17-17 | — | — | (16-17)-(1-8) | (17-17)-(1-8) | | 3 | 6-10 | 6-10 | 1-11 | 1-11 | (6-10)-(1-11) | (6-10)-(1-11) | | 12-13 | 12-13 | 14-18 | 14-18 | (12-13)-(14-18) | (12-13)-(14-18) | | 14-15 | 14-15 | 21-24 | 21-24 | (14-15)-(21-24) | (14-15)-(21-24) |
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