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这个Repo的主要目的是从最新的论文集中构建一个自然语言处理的工具集,目前实现的算法有ESIM和Transformer。后续计划实现的算法是MTDNN和Semi-Supervised sequence tag

ESIM还存在一些Bug,再测试时发现分类器会倾向分类到不相似,可能是mask部分有问题,近期会修复

进度:

Transformer完成了基本框架,训练已经完成,需要测试mask的效果 后续实现算法参考以下论文:

正在尝试复现Extracting Relational Facts by an End-to-End Neural Model with Copy Mechanism

https://arxiv.org/pdf/1705.00108.pdf

https://arxiv.org/pdf/1901.11504.pdf

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This is my own NLP tool

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