https://github.com/singnet/nlp-services
SingularityNET services for understanding or manipulating natural language
https://github.com/singnet/nlp-services
Last synced: about 1 year ago
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SingularityNET services for understanding or manipulating natural language
- Host: GitHub
- URL: https://github.com/singnet/nlp-services
- Owner: singnet
- License: mit
- Created: 2018-08-08T16:37:44.000Z (almost 8 years ago)
- Default Branch: master
- Last Pushed: 2022-12-27T15:38:11.000Z (over 3 years ago)
- Last Synced: 2024-11-15T16:41:20.371Z (over 1 year ago)
- Language: Python
- Homepage: http://beta.singularitynet.io
- Size: 90 MB
- Stars: 17
- Watchers: 6
- Forks: 20
- Open Issues: 15
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
[issue-template]: ../../issues/new?template=BUG_REPORT.md
[feature-template]: ../../issues/new?template=FEATURE_REQUEST.md
[](https://circleci.com/gh/singnet/nlp-services)
# Natural Language Processing Services
This repository contains a number of [SingularityNET](http://singularitynet.io) services for understanding or manipulating natural language.
Each service has it's own README.md with full details:
[HTML User's Guide Hub](https://singnet.github.io/nlp-services/)
## Getting Started
For more details on how to publish and test a service, select it from the list below:
### Services:
- [CNTK Language Understanding](cntk-language-understanding/)
([User's Guide](docs/users_guide/cntk-language-understanding.md)) - CNTK recurrent LSTM network to process text for slot tagging and intent classification
[[Reference](https://cntk.ai/pythondocs/CNTK_202_Language_Understanding.html)].
- [Named Entity Recognition](named-entity-recognition/) - Recognize entities like PERSON, ORGANIZATION and LOCATION from texts.
- [OpenNMT Romance Translator](opennmt-romance-translator/) - OpenNTM model to translate romance languages [[Reference](http://forum.opennmt.net/t/training-romance-multi-way-model/86)].
- [Sentiment Analysis](sentiment-analysis/) - Sentiment Analysis of sentences in different formats, please check the service home page out.
- [Text Summarization](text-summarization/) - Create a summary for a piece of text. Currently limited to the domain of news articles.
- [Translation](translation/) - Convert between language pairs. Currently limited to English <-> German.
## Contributing and Reporting Issues
Please read our [guidelines](https://dev.singularitynet.io/docs/contribute/contribution-guidelines/#submitting-an-issue)
before submitting an issue. If your issue is a bug, please use the bug template pre-populated [here][issue-template].
For feature requests and queries you can use [this template][feature-template].
## Authors
* **Artur Gontijo** - *Maintainer* - [SingularityNET](https://www.singularitynet.io)
* **Glauter Lemos** - *Maintainer* - [SingularityNET](https://www.singularitynet.io)
* **Joel Pitt** - *Maintainer* - [SingularityNET](https://www.singularitynet.io)
## Licenses
This project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.
Each service is licensed as followed:
- cntk-language-understanding - [MIT License](https://github.com/Microsoft/CNTK/blob/master/LICENSE.md)
- opennmt-romance-translator - [MIT License](https://github.com/OpenNMT/OpenNMT/blob/master/LICENSE.md)