Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

https://github.com/yusufusta/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.
https://github.com/yusufusta/awesome-turkish-nlp

List: awesome-turkish-nlp

awesome awesome-list awesome-nlp awesome-turkish nlp trnlp turkish turkish-language turkish-nlp

Last synced: 3 months ago
JSON representation

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.

Host: GitHub
URL: https://github.com/yusufusta/awesome-turkish-nlp
Owner: yusufusta
Created: 2020-09-12T06:24:30.000Z (over 4 years ago)
Default Branch: master
Last Pushed: 2020-09-12T11:02:41.000Z (over 4 years ago)
Last Synced: 2024-05-22T23:21:04.752Z (7 months ago)
Topics: awesome, awesome-list, awesome-nlp, awesome-turkish, nlp, trnlp, turkish, turkish-language, turkish-nlp
Homepage: https://t.me/TurkishNLP
Size: 4.88 KB
Stars: 31
Watchers: 5
Forks: 4
Open Issues: 0
Metadata Files:
- Readme: readme.md
- Contributing: contributing.md
- Code of conduct: code-of-conduct.md

Awesome Lists containing this project

ultimate-awesome - 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. (Other Lists / Monkey C Lists)

README

        # Awesome Turkish NLP [![Awesome](https://awesome.re/badge.svg)](https://awesome.re)

> 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](#Libraries)

    - [Java](#java)

    - [C#](#c)

    - [Python](#python)

    - [Haskell](#haskell)

    - [PHP](#php)

- [Datasets](#datasets)

- [Models](#models)

- [Resources](#resources)

    - [Articles](#articles)

    - [Videos](#videos)

    - [Courses](#courses)

    - [Books](#books)

- [Contribute](#contribute)

## Libraries

### Java

- [ahmetaa/zemberek-nlp](https://github.com/ahmetaa/zemberek-nlp) - The most known Turkish NLP tool.

- [cbilgili/zemberek-nlp-server](https://github.com/cbilgili/zemberek-nlp-server) - REST API for Zemberek.

### C#

- [hrzafer/nuve](https://github.com/hrzafer/nuve) - Natural Language Processing Library for Turkish in C#

- [JnRMnT/ZemberekDotNet](https://github.com/JnRMnT/ZemberekDotNet) - dotNet port of Zemberek.

- [yasinkuyu/Turkish.cs](https://github.com/yasinkuyu/Turkish.cs) - An C# tool for create Turkish Words.

### Python

- [brolin59/trnlp](https://github.com/brolin59/trnlp) - Some tools for Turkish NLP.

- [akoksal/Turkce-Duygu-Takibi](https://github.com/akoksal/Turkce-Duygu-Takibi) - Sentiment analysis tool for Twitter Turkey.

- [MeteHanC/turkishnlp](https://github.com/MeteHanC/turkishnlp) - Basic but good Turkish NLP tools.

- [Loodos/zemberek-python](https://github.com/Loodos/zemberek-python) - Python port of Zemberek.

- [otuncelli/turkish-stemmer-python](https://github.com/otuncelli/turkish-stemmer-python) - Turkish Stemmer for Python.

- [deeplearningturkiye/kelime_kok_ayirici](https://github.com/deeplearningturkiye/kelime_kok_ayirici) - Turkish Stemmer for Python with DeepLearning.

- [emres/turkish-deasciifier](https://github.com/emres/turkish-deasciifier) - Turkish Deasciifier.

- [google-research/turkish-morphology](https://github.com/google-research/turkish-morphology) - A two-level morphological analyzer for Turkish.

- [GlobalMaksimum/sadedegel](https://github.com/GlobalMaksimum/sadedegel) - Turkish news summarizer.

- [Fixy-TR/fixy](https://github.com/Fixy-TR/fixy) - A library that can analyze emotion and correct spelling according to some rules in Turkish.

- [ardauzunoglu/rte-speech-generator](https://github.com/ardauzunoglu/rte-speech-generator) - Natural Language Processing to generate new speeches for the President of Turkey.

- [akoksal/Turkish-Word2Vec](https://github.com/akoksal/Turkish-Word2Vec) - Pre-trained Word2Vec Model for Turkish.

- [arcanteus/formally](https://github.com/arcanteus/formally) - Turkish NLP Formal/Informal Classification System.

### Haskell

- [joom/Guguk](https://github.com/joom/Guguk) - Turkish NLP library for Haskell.

- [joom/dilacar](https://github.com/joom/dilacar) - A rule-based machine translation system from Ottoman Turkish to Modern Turkish.

### PHP

- [Quiec/DeAsciifier](https://github.com/Quiec/DeAsciifier) - Turkish Deasciifier.

## Datasets

- [Turkish Wikipedia Dump](https://www.kaggle.com/mustfkeskin/turkish-wikipedia-dump)

- [Turkish Positive/Negative/Notr Tweets](https://github.com/sercankulcu/twitterdata)

- [Turkish Offensive Tweets](https://coltekin.github.io/offensive-turkish/)

## Models

- [BERTurk](https://github.com/stefan-it/turkish-bert) - Turkish BERT/DistilBERT and ELECTRA models

- [Turkish Language Models](https://github.com/Loodos/turkish-language-models) - Some Trained Models

- [BERTurk-Social](https://huggingface.co/ibahadiraltun/berturk-social) - Model created using social media.

- [kuzgunlar/electra-turkish-ner](https://huggingface.co/kuzgunlar/electra-turkish-ner)

- [dbmdz/bert-base-turkish-cased](https://huggingface.co/dbmdz/bert-base-turkish-cased)

- [savasy/bert-base-turkish-sentiment-cased](https://huggingface.co/savasy/bert-base-turkish-sentiment-cased)

- [More Models](https://huggingface.co/models?search=turkish)

## Resources

- [ITU NLP list](http://ddi.itu.edu.tr/en/toolsandresources)

### Articles

- [Two-level Description of Turkish Morphology](http://repository.bilkent.edu.tr/bitstream/handle/11693/25941/Two_level_description_of_Turkish_Morphology.pdf?sequence=1)

- [Doğal Dil İşleme İle Türkçe Yazım Hatalarının Denetlenmesi](https://polen.itu.edu.tr/handle/11527/321)

- [Türkçe ve Doğal Dil İşleme](https://dergipark.org.tr/en/pub/tbbmd/issue/22245/238795)

- [Doğal Dil İşleme](https://dergipark.org.tr/en/pub/tbbmd/issue/22245/238797)

- [TÜRKÇE İÇİN DERİN ÖĞRENME TABANLI DOĞAL DİL İŞLEME MODELİ GELİŞTİRİLMESİ](https://researchgate.net/profile/Adem_Tekerek/publication/332912743_DEVELOPMENT_OF_DEEP_LEARNING_BASED_NATURAL_LANGUAGE_PROCESSING_MODEL_FOR_TURKISH/links/5ddcc338a6fdccdb44656f6e/DEVELOPMENT-OF-DEEP-LEARNING-BASED-NATURAL-LANGUAGE-PROCESSING-MODEL-FOR-TURKISH.pdf)

- [TÜRKÇE OTOMATİK HECELEME SİSTEMİ VE HECE İSTATİSTİKLERİ](https://akademik.adu.edu.tr/bolum/fef/matematik/webfolders/file/personel/a1005/195.pdf)

- [Türkçe Haber Metinlerinin Konvolüsyonel Sinir Ağları ve Word2Vec Kullanılarak Sınıflandırılması](https://dergipark.org.tr/en/pub/gazibtd/issue/47484/457917)

- [LSTM Ağları ile Türkçe Kök Bulma](https://dergipark.org.tr/tr/download/article-file/775805)

### Videos

- [Uygulamalı Türkçe doğal dil işleme evreleri](https://www.youtube.com/watch?v=KoQ-_rp07Rg)

- [Türkçe Doğal Dil İşleme - Kemal Oflazer](https://www.youtube.com/watch?v=CzIUICJXAjY)

### Courses

- [Doğal Dil İşleme A-Z](https://www.udemy.com/course/dogal-dil-isleme/)

### Books

- []()

## Contribute

If you want to contribute to this list (please do), read the [contribution guidelines](contributing.md) 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](https://github.com/quiec) with ❤️