[ACL2015] A Dependency-Based Neural Network for Relation Classification
来源：互联网 发布：未来人类笔记本知乎 编辑：程序博客网 时间：2024/05/16 17:05
paper的主旨是探讨依存信息的组合：即两个实体间的最短依存树和以及附着在最短依存树上词的子树两部分信息如何糅合在一起
这种想法的来源是：最短依存树的词的向量包含了词的基本信息， 子树提供了该词在句子中作用的词义信息
RNN: 擅长处理层级结构，在本文中用于处理subtree信息
CNN: 适合flat structure， 用于处理最短依存树上的词和依存关系
RNN处理后的subtree信息用c 表示，与词向量w拼接后形成最短依存路径上词的最终信息，
阅读全文
0 0
- [ACL2015] A Dependency-Based Neural Network for Relation Classification
- [ACL2015]A Dependency-Based Neural Network for Relation Classification
- 读论文《relation classification via convolutional deep neural network》
- Convolutional Neural Network For Sentence Classification
- Deep Neural Network for Image Classification:Application
- 用matlab训练数字分类的深度神经网络Training a Deep Neural Network for Digit Classification
- A new deep convolutional neural network for fast hyperspectral image classification Review
- Multi-column deep neural network for traffic sign classification
- Convolutional Neural Network For Sentence Classification<Yoon Kim>解析(一)
- Convolutional Neural Network For Sentence Classification<Yoon Kim>解析(二)
- Convolutional Neural Network For Sentence Classification<Yoon Kim>解析(三)
- [ACL2016]Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification
- Some Improvements on Deep Convolutional Neural Network Based Image Classification(精读)
- Bag-of-Words Based Deep Neural Network for Image Retrieval
- A convolutional Neural Network for Modelling Sentences
- 论文浅尝 | Reinforcement Learning for Relation Classification
- 阅读笔记Surflet-Pair-Relation Histograms: A Statistical 3D-Shape Representation for Rapid Classification
- HD-CNN: HIERARCHICAL DEEP CONVOLUTIONAL NEURAL NETWORK FOR IMAGE CLASSIFICATION(泛读)
- vueJs项目实战（一）
- C++ 自己实现的一个testSuite 框架
- zabbix监控tomcat和相关模板(导入直接可用),一个主机监控一个tomcat
- 常见的网络命令
- 狗蛋（驱动小白）和老王（硬件老司机）关于硬件那点事儿的一次密谈
- [ACL2015] A Dependency-Based Neural Network for Relation Classification
- MyISAM和InnoDB等mysql引擎
- VMware虚拟机三种网络模式详解-NAT（地址转换模式）
- $(origin variable)详解
- 查看linux中的TCP连接数
- java日志处理组件log4j--log4j.xml配置详解
- 使用原生Ajax处理HTML,XML,JSON数据
- 来点正能量激励自己
- mysql优化，导致查询不走索引的原因总结
