09-Transfer_Learning.md

9. Transfer Learning

9.1 Overview

Paper

• A survey on domain adaptation theory - France2020

  Article: 最新《迁移学习:域自适应理论》综述论文，128页ppt讲解迁移学习与最优传输

Article

• The NAACL2019 tutorial on Transfer Learning in NLP

  Code: https://github.com/huggingface/naacl_transfer_learning_tutorial

  Article: NLP中的迁移学习教程来啦！

• The State of Transfer Learning in NLP - 2019

  This post expands on the NAACL 2019 tutorial on Transfer Learning in NLP

  Chinese: NLP领域中的迁移学习现状

• Neural Transfer Learning for NLP - NLP Ph.D Presentation PPT - 2019

  Article: NLP博士答辩41页PPT，面向自然语言处理的神经网络迁移学习

• 赛尔笔记 | 自然语言处理中的迁移学习 - 2019

  上篇 and 下篇

• 什么是迁移学习 (Transfer Learning)？这个领域历史发展前景如何 - 2018

• 模型独立学习：多任务学习与迁移学习 - 2020