目录导航

NLP 相关知识

论文阅读

机器阅读理解(Reading Comprehension)

相关综述

• 深度学习解决机器阅读理解任务的研究进展
• CIPS青工委学术专栏第6期 | 机器阅读理解任务综述
• 教机器学习阅读

论文阅读

• End-To-End Memory Networks
• Teaching Machines to Read and Comprehend
• THE GOLDILOCKS PRINCIPLE: READING CHILDREN’S BOOKS WITH EXPLICIT MEMORY REPRESENTATIONS
• Dynamic Entity Representation with Max-pooling Improves Machine Reading
• Text Understanding with the Attention Sum Reader Network
• Gated-Attention Readers for Text Comprehension
• A Thorough Examination of the CNN/Daily Mail Reading Comprehension Task
• Reasoning with Memory Augmented Neural Networks for Language Comprehension
• End-to-End Answer Chunk Extraction and Ranking for Reading Comprehension
• Learning Recurrent Span Representations For Extractive Question Answering
• Bi-Directional Attention Flow For Machine Comprehension

对话生成

论文阅读

• A Network-based End-to-End Trainable Task-oriented Dialogue System
• Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation
• Deep Reinforcement Learning for Dialogue Generation
• A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues

资源列表

Blogs

Deep Learning Terminology

Slides

Neural Dialogue Generation

---

编程相关知识

特定语言相关知识

Java 相关知识

Java 基础

• Java 基础相关
• Java 内存相关
• Java 反射相关
• Java 泛型相关
• Java IO 相关
• XML

Java 总结

• 关于构造器
• 静态绑定与动态绑定
• Java 类的加载
• Effective Java 相关笔记
• Java FAQ

Java 资源列表

• Java深度历险

设计模式相关知识

• Head First Design Patterns 阅读笔记之一: Strategy Pattern
• Head First Design Patterns 阅读笔记之二: Observer Pattern
• Head First Design Patterns 阅读笔记之三: Decorator Pattern
• Head First Design Patterns 阅读笔记之四: Factory Pattern
• Head First Design Patterns 阅读笔记之五: Singleton Pattern
• Head First Design Patterns 阅读笔记之六: Command Pattern
• Head First Design Patterns 阅读笔记之七: Adapter and Facade Pattern
• Head First Design Patterns 阅读笔记之八: the Template Method Pattern

分布式相关知识

• 分布式系统

算法相关知识

• Backtracing

---

基本操作

• LaTex常用符号表
• 欢迎使用CSDN-markdown编辑器