# text_matching

**Repository Path**: Samuelcoding/text_matching

## Basic Information

- **Project Name**: text_matching
- **Description**: 文本匹配的相关模型DSSM,ESIM,ABCNN,BIMPM等，数据集为LCQMC官方数据 可能存在侵权嫌隙数据已删除!
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2020-08-10
- **Last Updated**: 2020-12-18

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

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