NLP-List

自然语言处理资料索引
Overview
​知乎问答:自然语言处理该怎么最快入门​
​2015-NLP Tasks and Applications​
​2016-Honest Guide to Machine Learning: Part Three Natural Language Processing: 中文译本这里。
​2016-Introduction to Natural Language Processing (NLP)​
​2017-Learning AI if You Suck at Math — P7 — The Magic of Natural Language Processing​
​2020-nlp_overview #Project#: Overview of Modern Deep Learning Techniques Applied to Natural Language Processing.
Summary | 综述
​2018-2018 自然语言处理研究报告: 该报告从 NLP 的概念介绍、研究与应用情况、专家学者概要以及发展趋势这 5 个方向纵览了这一领域的当下与未来。
​2018-AMiner 自然语言处理研究报告: 自然语言处理是人工智能的一个重要应用领域，也是新一代计算机必须研究的课题。它的主要目的是克服人机对话中的各种限制，使用户能用自己的语言与计算机对话。本研究报告对自然语言进行了简单梳理。
Resource
​2017-DL4NLP #Collection#: Deep Learning for NLP resources.
​2017-Natural Language Processing Tasks and Selected References #Collection#: I did my best to cover as many as possible tasks in NLP, but admittedly this is far from exhaustive purely due to my lack of knowledge.
​2017-Deep Learning for NLP Best Practices: This post is a collection of best practices for using neural networks in Natural Language Processing.
Tutorial
​2018-How to solve 90% of NLP problems: a step-by-step guide: Using Machine Learning to understand and leverage text.

NLP

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