The Apache OpenNLP library provides binary models for processing of natural language text. This repository is intended for the distribution of model files as a Maven artifacts.
For additional information, visit the OpenNLP Home Page
You can use OpenNLP with any language, further demo models are provided here.
The models are fully compatible with the latest release, they can be used for testing or getting started.
Please train your own models for all other use cases.
Documentation, including JavaDocs, code usage and command-line interface examples are available here
You can also follow our mailing lists for news and updates.
| Component | Language | Compatibility | Description | README and Reports |
|---|---|---|---|---|
| Language Detector | Detects 103 languages | >= 1.8.3 | Detects 103 languages in ISO 693-3 standard. Works well with longer texts that have at least 2 sentences or more from the same language. | README Effectiveness Misclassified |
| Sentence | fr | >= 1.0.0 | Sentence detection model for French | README Evaluation Logs |
| Sentence | de | >= 1.0.0 | Sentence detection model for German | README Evaluation Logs |
| Sentence | en | >= 1.0.0 | Sentence detection model for English | README Evaluation Logs |
| Sentence | it | >= 1.0.0 | Sentence detection model for Italian | README Evaluation Logs |
| Sentence | nl | >= 1.0.0 | Sentence detection model for Dutch | README Evaluation Logs |
| Parts of Speech | de | >= 1.0.0 | Parts of speech model for German | README Evaluation Logs |
| Parts of Speech | en | >= 1.0.0 | Parts of speech model for English | README Evaluation Logs |
| Parts of Speech | fr | >= 1.0.0 | Parts of speech model for French | README Evaluation Logs |
| Parts of Speech | it | >= 1.0.0 | Parts of speech model for Italian | README Evaluation Logs |
| Parts of Speech | nl | >= 1.0.0 | Parts of speech model for Dutch | README Evaluation Logs |
| Parts of Speech | it | >= 1.0.0 | Parts of speech model for Italian | README Evaluation Logs |
| Tokens | de | >= 1.0.0 | Tokenizer model for German | README Evaluation Logs |
| Tokens | en | >= 1.0.0 | Tokenizer model for English | README Evaluation Logs |
| Tokens | fr | >= 1.0.0 | Tokenizer model for French | README Evaluation Logs |
| Tokens | it | >= 1.0.0 | Tokenizer model for Italien | README Evaluation Logs |
| Tokens | nl | >= 1.0.0 | Tokenizer model for Dutch | README Evaluation Logs |
You can import a model artifact directly via Maven, SBT or Gradle, for instance:
<dependency>
<groupId>org.apache.opennlp</groupId>
<artifactId>opennlp-models-langdetect</artifactId>
<version>${opennlp.models.version}</version>
</dependency>
libraryDependencies += "org.apache.opennlp" % "opennlp-models-langdetect" % "${opennlp.version}"
compile group: "org.apache.opennlp", name: "opennlp-models-langdetect", version: "${opennlp.version}"
For more details please check our documentation
Ensure to add a new model to the expected-models.txt file located in opennlp-models-test.
The Apache OpenNLP project is developed by volunteers and is always looking for new contributors to work on all parts of the project. Every contribution is welcome and needed to make it better. A contribution can be anything from a small documentation typo fix to a new component.
If you would like to get involved please follow the instructions here