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# text_classification任务模型复现 |
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这里使用fastNLP复现以下模型: |
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char_cnn :论文链接[Character-level Convolutional Networks for Text Classification](https://arxiv.org/pdf/1509.01626v3.pdf) |
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dpcnn:论文链接[Deep Pyramid Convolutional Neural Networks for TextCategorization](https://ai.tencent.com/ailab/media/publications/ACL3-Brady.pdf) |
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HAN:论文链接[Hierarchical Attention Networks for Document Classification](https://www.cs.cmu.edu/~diyiy/docs/naacl16.pdf) |
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#待补充 |
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awd_lstm: |
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lstm_self_attention(BCN?): |
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awd-sltm: |
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# 数据集及复现结果汇总 |
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使用fastNLP复现的结果vs论文汇报结果(/前为fastNLP实现,后面为论文报道,-表示论文没有在该数据集上列出结果) |
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model name | yelp_p | sst-2|IMDB| |
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:---: | :---: | :---: | :---: |
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char_cnn | 93.80/95.12 | - |- | |
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dpcnn | 95.50/97.36 | - |- | |
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HAN |- | - |-| |
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BCN| - |- |-| |
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awd-lstm| - |- |-| |
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