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Natural Language Procesing

This repository includes basic concepts of Natural Language Processing, textbooks and blogs of good reputation, popular papers and so on.

This is also the Natural Language Processing part of Machine Learning Resources created by a group of people including jindongwang.

Contributors are welcomed to work together and make it BETTER!

Resource of Textbooks and Lectures

Mathemetical and Statistical Foundation

Machine Learning

Deep Learning

Natural Language Processing

Models and Applications

Blog and Tutorials

Topics and Tasks

Category of areas is based on tracks in ACL 2018, ACL 2020, EMNLP 2020

Summerization

Embedding

Sentimental Analysis and Argument Mining

Name Entity Recognition

Tagging, Chunking

Syntax, Parsing

Document Analysis

Sentence-level Semantics

Semantics: Lexical

Information Extraction and Text Mining

Machine Translation

Text Generation

Text Classification

Dialogue and Interactive Systems

Question Answering

Resources and Evaluation

Linguistic Theories and Cognitive Modeling

Multilinguality

Phonology, Morphology and Word Segmentation

Textual Inference

Vision, Robotics, Speech, Multimodal

Language Modeling

Computational Social Science and Social Media

Discourse and Pragmatics

Information Retrieval and Text Mining

Language Grounding to Vision, Robotics and Beyond

Machine Learning for NLP

Theory and Formalism in NLP

Ethics in NLP

Commonsense Knowledge

Interpretability

NLP Applications

Resources and Benchmarks

Interesting NLP

Package

如何加入 How to contribute

如果你对本项目感兴趣,非常欢迎你加入!

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Fetch and Merge in Git

贡献者 Contributors