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文本匹配的相关模型DSSM,ESIM,ABCNN,BIMPM等,数据集为LCQMC官方数据

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yuzhiw/text_matching

 
 

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本项目实现了语义匹配的几个模型,分别为: DSSM Learning Deep Structured Semantic Models for Web Search using Clickthrough Data

ESIM Enhanced LSTM for Natural Language Inference

Pair-CNN Learning to Rank Short Text Pairs with Convolutional Deep Neural Networks

ABCNN ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs

BIMPM bilateral multi-perspective matching for natural language sentences

顺带介绍料WMD的相关知识

模型的具体解析在 语义匹配.pdf中 纯属个人学习所用

论文及在papers文件夹中

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文本匹配的相关模型DSSM,ESIM,ABCNN,BIMPM等,数据集为LCQMC官方数据

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