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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

Last synced: 5 days ago
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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
- PHP
Models
- PHP
  - BERTurk - Turkish BERT/DistilBERT and ELECTRA models
  - Turkish Language Models - Some Trained Models
  - dbmdz/bert-base-turkish-cased
  - savasy/bert-base-turkish-sentiment-cased
  - More Models
  - BERTurk-Social - Model created using social media.
  - kuzgunlar/electra-turkish-ner
Resources
Credits
- Books
  - Yusuf Usta

Programming Languages

Python 11 Jupyter Notebook 3 C# 3 Java 3 PHP 1 TeX 1 Haskell 1 HTML 1

Categories

Libraries 21 Resources 12 Models 7 Datasets 3 Credits 1

Sub Categories

Python 13 PHP 12 Articles 8 C# 3 Videos 2 Java 2 Haskell 2 Courses 1 Books 1

Keywords

nlp 15 turkish 11 natural-language-processing 7 python 5 turkish-nlp 4 acikhack2 3 bert 3 turkish-language 3 language 3 morphology 3 keras 2 zemberek-nlp 2 ai 2 artificial-intelligence 2 data-science 2 deep-learning 2 neural-network 2 neural-networks 2 machine-learning 2 zemberek 2 rest 1 sentence-tokenizer 1 flask 1 stemming-algorithm 1 spark 1 turkish-sentence-tokenizer 1 part-of-speech-tagger 1 morfolojik-analiz 1 morfoloji 1 ngram-extraction 1 docker 1 dogal-dil-isleme 1 vowel 1 nuve 1 csharp 1 stem 1 c-sharp 1 javascript 1 nuget 1 language-models 1 electra 1 distilbert 1 convbert 1 rule-based 1 ottoman 1 machine-translation 1 historical-linguistics 1 computational-linguistics 1 venn 1 acikhack 1