AwesomeList

Awesome Linguistics

A curated list of anything remotely related to linguistics, sorted in alphabetical order.

• Programming
  • Platforms and toolkits
  • Algorithms
  • Data sets
• Resources
  • On Wikipedia
  • Books
    • Free
    • Non free
    • Lists

Programming

Libraries, frameworks and applications useful for developing applications.

Platforms and toolkits

• Haxe-linguistics - Early linguistical analysis and natural language processing library for Haxe.
• Natural - General natural language tools for Node.js.
• Natural Language ToolKit (NLTK) - The most complete platform for building Python programs to work with human language data.
• Snowball - Snowball is a language in which stemming algorithms can be easily represented.

Algorithms

• Stemming algorithms for various European languages - Various stemming algorithms from snowball.
• The Porter Stemmer Algorithm - The ‘official’ home page for distribution of the Porter Stemming Algorithm, written and maintained by its author, Martin Porter.

Data sets

• EuroRomCom Data - JSON formatted Pan-Romance word lists.

Resources

List of interesting external resources.

On Wikipedia

• Bag of words model
• Document classification
• Language models
• Naive Bayes classification
• Natural language processing
• Outline of natural language processing
• Parts of speech tagging
• Sentiment analysis
• Term frequency - inverse document frequency
• Vector space model

On Youtube

• Computational Linguistics Lecture Playlist (Youtube) - Lectures for University of Maryland class on computational linguistics.

Books

Some of the more interesting and complete books.

Free

• Essentials of Linguistics - An introductory book
• Natural Language Processing for the Working Programmer - Unmaintained resource using the haskell programming language
• Natural Language Processing with Python - The book from the NLTK package

Non free

• Foundations of Computational Linguistics
• Foundations of Statistical Natural Language Processing
• Semisupervised Learning for Computational Linguistics
• Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics and Speech Recognition
• The Oxford Handbook of Computational Linguistics

Lists

• 15 most popular books on good reads