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## TOP
- **知乎专栏文章下载**：[nlp中的实体关系抽取方法总结](https://github.com/loujie0822/DeepIE/blob/jielou/docs/实体关系抽取算法总结.md)
- **知乎专栏文章**：[nlp中的实体关系抽取方法总结](https://github.com/loujie0822/DeepIE/blob/jielou/docs/实体关系抽取算法总结.md)
- **知乎专栏文章**：[如何有效提升中文NER性能？词汇增强方法总结](https://zhuanlan.zhihu.com/p/142615620)
- **知乎专栏文章**：[如何解决Transformer在NER任务中效果不佳的问题？](https://zhuanlan.zhihu.com/p/137315695)
## Papers