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Update base_model.md
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shibing624 authored Oct 8, 2023
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仅计算未加权的所有word2vec向量平均值表现得很好。
3. 在使用GloVe时,停用词列表对于达到好的效果非常重要。利用TF-IDF加权没有帮助。

![基准方法效果很好](./docs/base1.jpg)
![基准方法效果很好](https://github.com/shibing624/text2vec/blob/master/docs/base1.jpg)


- 词移距离(WMD)

基于我们的结果,好像没有什么使用词移距离的必要了,因为上述方法表现得已经很好了。只有在STS-TEST数据集上,而且只有在有停止词列表的情况下,词移距离才能和简单基准方法一较高下。

![词移距离的表现令人失望](./docs/move1.jpg)
![词移距离的表现令人失望](https://github.com/shibing624/text2vec/blob/master/docs/move1.jpg)

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