Awesome Turkish NLP

A curated list of awesome Turkish language processing libraries, models, resources and datasets. The main focus is on open source tools, downloadable data and research papers with code.

Contents

• Libraries

  • Java
  • C#
  • Python
  • Haskell
  • PHP

• Datasets

• Models

• Resources

  • Articles
  • Videos
  • Courses
  • Books

• Contribute

Libraries

Java

• ahmetaa/zemberek-nlp - The most known Turkish NLP tool.
• cbilgili/zemberek-nlp-server - REST API for Zemberek.

C#

• hrzafer/nuve - Natural Language Processing Library for Turkish in C#
• JnRMnT/ZemberekDotNet - dotNet port of Zemberek.
• yasinkuyu/Turkish.cs - An C# tool for create Turkish Words.

Python

• brolin59/trnlp - Some tools for Turkish NLP.
• akoksal/Turkce-Duygu-Takibi - Sentiment analysis tool for Twitter Turkey.
• MeteHanC/turkishnlp - Basic but good Turkish NLP tools.
• Loodos/zemberek-python - Python port of Zemberek.
• otuncelli/turkish-stemmer-python - Turkish Stemmer for Python.
• deeplearningturkiye/kelime_kok_ayirici - Turkish Stemmer for Python with DeepLearning.
• emres/turkish-deasciifier - Turkish Deasciifier.
• google-research/turkish-morphology - A two-level morphological analyzer for Turkish.
• GlobalMaksimum/sadedegel - Turkish news summarizer.
• Fixy-TR/fixy - A library that can analyze emotion and correct spelling according to some rules in Turkish.
• ardauzunoglu/rte-speech-generator - Natural Language Processing to generate new speeches for the President of Turkey.
• akoksal/Turkish-Word2Vec - Pre-trained Word2Vec Model for Turkish.
• arcanteus/formally - Turkish NLP Formal/Informal Classification System.

Haskell

• joom/Guguk - Turkish NLP library for Haskell.
• joom/dilacar - A rule-based machine translation system from Ottoman Turkish to Modern Turkish.

PHP

• Quiec/DeAsciifier - Turkish Deasciifier.

Datasets

• Turkish Wikipedia Dump
• Turkish Positive/Negative/Notr Tweets
• Turkish Offensive Tweets

Models

• BERTurk - Turkish BERT/DistilBERT and ELECTRA models
• Turkish Language Models - Some Trained Models
• BERTurk-Social - Model created using social media.
• kuzgunlar/electra-turkish-ner
• dbmdz/bert-base-turkish-cased
• savasy/bert-base-turkish-sentiment-cased
• More Models

Resources

• ITU NLP list

Articles

• Two-level Description of Turkish Morphology
• Doğal Dil İşleme İle Türkçe Yazım Hatalarının Denetlenmesi
• Türkçe ve Doğal Dil İşleme
• Doğal Dil İşleme
• TÜRKÇE İÇİN DERİN ÖĞRENME TABANLI DOĞAL DİL İŞLEME MODELİ GELİŞTİRİLMESİ
• TÜRKÇE OTOMATİK HECELEME SİSTEMİ VE HECE İSTATİSTİKLERİ
• Türkçe Haber Metinlerinin Konvolüsyonel Sinir Ağları ve Word2Vec Kullanılarak Sınıflandırılması
• LSTM Ağları ile Türkçe Kök Bulma

Videos

• Uygulamalı Türkçe doğal dil işleme evreleri
• Türkçe Doğal Dil İşleme - Kemal Oflazer

Courses

• Doğal Dil İşleme A-Z

Books

Contribute

If you want to contribute to this list (please do), read the contribution guidelines first then send me a pull request. Also, a listed repository should be tagged as deprecated if:

• Repository's owners explicitly say that "this library is not maintained".
• Not committed for long time (2~3 years).

Credits

This list created by Yusuf Usta with ❤️