Awesome Turkish NLP

A curated list of awesome Turkish NLP frameworks, libraries, datasets and resources.

Contents

• Datasets
  • General Purpose
  • Treebanks
  • Word Lists
  • Parallel Corpora
  • Text Classification
  • Sentiment Analysis
  • Information Retrieval
  • Dependency Parsing
  • Named Entity Recognition
  • Speech
• Deep Learning Models
• Resources
  • Frameworks and Libraries
• Linguistic Processing
  • Morphological analysis
  • Stemming
• Services

Datasets

General Purpose

• TS Corpus
• Turkish Wikipedia Dump
• 70000+ Turkish News
• 2500 Columns in Turkish Language
• 910 Turkish Articles by 69 Columnists
• Turkish Sentences
• 26233 Turkish News
• 27563 Turkish Books
• Q&A Dataset
• A corpus of Turkish offensive language

Treebanks

• UD Turkish GB
• UD Turkish BOUN
• UD Turkish PUD
• UD Turkish IMST
• UD Turkish FrameNet
• UD Turkish Penn
• UD Turkish Tourism

Word Lists

• Dictionary Meanings of 10535 Turkish Words
• 63840 Turkish Words
• Turkish Stop Words
• 698 profane words

Parallel Corpora

• OPUS Paralel Corpus
• The English-Swedish-Turkish Corpus
• mythes-tr

Text Classification

• 2500 Columns in Turkish Language
• 157 Blog Texts in Turkish Language
• 42000 Turkish News Texts in 13 Classes
• 1200 Turkish Words and Categories Used in Children's Literature
• 20000+ Turkish News Titles
• Turkish Spam Dataset
• 1150 Turkish News

Sentiment Analysis

• Movie Reviews
• Positive/Negative Customer Reviews
• 11408 Turkish Customer Reviews
• 240347 Customer Reviews
• 430916 Customer Reviews
• 937 Customer Reviews

Information Retrieval

• 1200 Turkish Words Used in Children's Literature
• Turkish Employee Dataset
• Turkish TV Series

Dependency Parsing

• 2000 Turkish Sentences

Named Entity Recognition

• Turkish NER Dataset

Speech

• Turkish Voice Records
• Spoken Turkish Corpus
• Middle East Technical University Turkish Microphone Speech
• Turkish Broadcast News Speech and Transcripts

Deep Learning Models

• BERTurk
• fastText Word Vector
• ELMO
• Turkish-Word2Vec

Resources

Frameworks and Libraries

• Zemberek-NLP
• zemberek-nlp-server
• turkishnlp
• trnltk
• nuve
• Guguk
• sinkaf

Linguistic Processing

Morphological analysis

• turkish-morphology
• TRmorph

Stemming

• turkish-stemmer-python
• elasticsearch-analysis-turkishstemmer
• turkish_stemmer

Services

• ITU Turkish Natural Language Processing Pipeline