zemberek-nlp

NLP tools for Turkish.

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Zemberek-NLP

Zemberek-NLP provides Natural Language Processing tools for Turkish.
Please note that all APIs are subject to change until version 1.0.0

Latest version is 0.17.1 (July 23th 2019). Change Log

Please read the FAQ for common questions.

Modules, Module, Maven Id, ------------, ----------, ---------, Core, zemberek-core, Special Collections, Hash functions and helpers., Morphology, zemberek-morphology, Turkish morphological analysis, disambiguation and word generation., Tokenization, zemberek-tokenization, Turkish Tokenization and sentence boundary detection., Normalization, zemberek-normalization, Basic spell checker, word suggestion. Noisy text normalization., NER, zemberek-ner, Turkish Named Entity Recognition., Classification, zemberek-classification, Text classification based on Java port of fastText project., Language Identification, zemberek-lang-id, Fast identification of text language., Language Modeling, zemberek-lm, Provides a language model compression algorithm., Applications, zemberek-apps, Console applications, gRPC Server, zemberek-grpc, gRPC server for access from other languages., Examples, zemberek-examples, Usage examples., ## Usage

Maven

Add this to pom.xml file

    <repositories>
        <repository>
            <id>zemberek-repo</id>
            <name>zemberek Maven Repo on Github</name>
            <url>https://raw.github.com/ahmetaa/maven-repo/master</url>
        </repository>
    </repositories>

And dependencies (For example morphology):

    <dependencies>
        <dependency>
            <groupId>zemberek-nlp</groupId>
            <artifactId>zemberek-morphology</artifactId>
            <version>0.17.1</version>
        </dependency>
    </dependencies>

Jar distributions

Google drive page contains jar files for different versions.

[zemberek-full.jar] is a single jar that contains all modules and dependencies.
When it is run directly with

  java -jar zemberek-full.jar

It will list available console applications.

For Developers

Here information about
how to compile the code and generate jar files from the project is explained.

Examples

There is an examples module in the code for usage examples.

Also, there is a separate project with same examples that uses Zemberek-NLP as maven modules:
Turkish-nlp-examples

Known Issues and Limitations

  • NER module does not provide a model yet.
  • Library is not well-tested for multi-threaded usage.

Please see issues section for further issues and feel free to create new ones.

License

Code is licensed under Apache License, Version 2.0

Citing

If you use this project in an academic publication, please refer to this site.

Acknowledgements

Please refer to contributors.txt file.

Main metrics

Overview
Name With Ownerahmetaa/zemberek-nlp
Primary LanguageJava
Program languageJava (Language Count: 5)
Platform
License:Other
所有者活动
Created At2013-06-03 06:04:14
Pushed At2025-02-26 19:32:37
Last Commit At2025-02-26 22:32:37
Release Count0
用户参与
Stargazers Count1.2k
Watchers Count107
Fork Count211
Commits Count1.4k
Has Issues Enabled
Issues Count231
Issue Open Count46
Pull Requests Count33
Pull Requests Open Count8
Pull Requests Close Count5
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Has Wiki Enabled
Is Archived
Is Fork
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