This repository contains a number of SingularityNET services for understanding or manipulating natural language.
Each service has it's own README.md with full details:
For more details on how to publish and test a service, select it from the list below:
- CNTK Language Understanding (User's Guide) - CNTK recurrent LSTM network to process text for slot tagging and intent classification [Reference].
- Named Entity Recognition - Recognize entities like PERSON, ORGANIZATION and LOCATION from texts.
- OpenNMT Romance Translator - OpenNTM model to translate romance languages [Reference].
- Sentiment Analysis - Sentiment Analysis of sentences in different formats, please check the service home page out.
- Text Summarization - Create a summary for a piece of text. Currently limited to the domain of news articles.
- Translation - Convert between language pairs. Currently limited to English <-> German.
Please read our guidelines before submitting an issue. If your issue is a bug, please use the bug template pre-populated here. For feature requests and queries you can use this template.
- Artur Gontijo - Maintainer - SingularityNET
- Glauter Lemos - Maintainer - SingularityNET
- Joel Pitt - Maintainer - SingularityNET
This project is licensed under the MIT License - see the LICENSE file for details.
Each service is licensed as followed:
- cntk-language-understanding - MIT License
- opennmt-romance-translator - MIT License