{"id":13771106,"url":"https://github.com/inception-project/inception","last_synced_at":"2026-03-17T11:14:29.329Z","repository":{"id":37396598,"uuid":"127004420","full_name":"inception-project/inception","owner":"inception-project","description":"INCEpTION provides a semantic annotation platform offering intelligent annotation assistance and knowledge 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align=\"center\"\u003e\n  \u003ca href=\"https://inception-project.github.io/\"\u003e\n    \u003cimg width=\"471\" style=\"max-width:50%;\" src=\"inception/inception-doc/src/main/resources/META-INF/asciidoc/inception-logo.png\"  alt=\"INCEpTION Logo\"/\u003e\n  \u003c/a\u003e\n  \u003cp\u003e\n    A semantic annotation platform offering intelligent assistance and knowledge management.\n  \u003c/p\u003e\n  \u003cbr/\u003e\n  \u003cp\u003e\n    \u003ca href=\"https://inception-project.github.io/\"\u003e\u003cstrong\u003eHomepage\u003c/strong\u003e\u003c/a\u003e ·\n    \u003ca href=\"https://inception-project.github.io/documentation/latest/user-guide\"\u003e\u003cstrong\u003eUsage\u003c/strong\u003e\u003c/a\u003e ·\n    \u003ca href=\"https://morbo.ukp.informatik.tu-darmstadt.de/demo\"\u003e\u003cstrong\u003eDemo\u003c/strong\u003e\u003c/a\u003e  ·  \n    \u003ca href=\"https://inception-project.github.io/documentation/latest/user-guide#sect_faq\"\u003e\u003cstrong\u003eFAQ\u003c/strong\u003e\u003c/a\u003e\n  \u003c/p\u003e\n  \u003cp\u003e\n\n[![GitHub release (latest SemVer)](https://img.shields.io/github/v/release/inception-project/inception)](https://github.com/inception-project/inception/releases/latest)\n[![GitHub license](https://img.shields.io/github/license/inception-project/inception)](https://github.com/inception-project/inception/blob/master/LICENSE.txt)\n[![Join the chat at https://gitter.im/inception-project/Lobby](https://badges.gitter.im/Join%20Chat.svg)](https://gitter.im/inception-project/Lobby?utm_source=badge\u0026utm_medium=badge\u0026utm_campaign=pr-badge\u0026utm_content=badge)\n\n  \u003c/p\u003e\n\n\u003c/div\u003e\n\n---\n\n# INCEpTION\n\nINCEpTION provides a semantic annotation platform offering intelligent annotation assistance and knowledge management.\nFor more information, visit the [INCEpTION website](https://inception-project.github.io/). For a first impression on\nwhat INCEpTION is, you may want to watch\nour [introduction videos](https://www.youtube.com/watch?v=Ely8eBKqiSI\u0026list=PL5Hz5pttaj96SlXHGRZf8KzlYvpVHIoL-).\n\n\u003cdiv align=\"center\" style=\"margin: 10px\"\u003e\n    \u003cimg src=\"https://inception-project.github.io/images/screenshot-annotation.png\" alt=\"INCEpTION Screenshot\" /\u003e\n\u003c/div\u003e\n\nINCEpTION is a text-annotation environment useful for various kinds of annotation tasks on written text. Annotations are\nusually used for linguistic and/or machine learning concerns. INCEpTION is a web application in which several users can\nwork on the same annotation project, and it can contain several annotation projects at a time. It provides a *recommender system* \nthat suggest potential annotations to help you create annotations faster and easier. Beyond annotating, you can also *create a corpus*\nby searching an external document repository and adding documents. Moreover, you can use *knowledge bases*, e.g. for\ntasks like entity linking.\n\n## Getting started\n\nThe best way to get started is to\nwatch [our tutorial videos](https://www.youtube.com/watch?v=Ely8eBKqiSI\u0026list=PL5Hz5pttaj96SlXHGRZf8KzlYvpVHIoL-),\nworking through\nthe [Getting Started Guide](https://inception-project.github.io/documentation/latest/user-guide#sect_core_funct) and\nplaying with INCEpTION on the [demo server](https://morbo.ukp.informatik.tu-darmstadt.de/demo).\n\n## See our documentation for further reading\n\n- **User Guide:** If you only use INCEpTION and do not develop it,\n  the [User Guide](https://inception-project.github.io/documentation/latest/user-guide#sect_core_funct) beginning right\n  after *Getting Started* is the guide of your choice. If it does not answer your questions, don’t hesitate to contact\n  us (see *Do you have questions or feedback?*).\n- **Admin Guide:** For information on how to set up INCEpTION for a group of users on a server and more installation\n  details, see the [Admin Guide](https://inception-project.github.io/documentation/latest/admin-guide).\n- **Developer Guide:** INCEpTION is open source. So if you would like to develop for it,\n  the [Developer Guide](https://inception-project.github.io/documentation/latest/developer-guide) might be interesting\n  for you.\n\nMany more materials like [example projects](https://inception-project.github.io/example-projects/)\n, [use case descriptions](https://inception-project.github.io/use-cases/)\nand [helpful scripts](https://inception-project.github.io/example-projects/python/) are available via the INCEpTION\nhomepage.\n\nWe also offer several Jupyter Notebooks which describe how you can interact in Python with INCEpTION, prepare or \npost-process annotations:\n\n- [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/inception-project/inception/blob/master/notebooks/annotations_as_one_sentence_and_label_per_line.ipynb) Export annotations as one sentence per line\n- [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/inception-project/inception/blob/master/notebooks/using_pretokenized_and_preannotated_text.ipynb) Use pre-tokenized and pre-annotated documents in INCEpTION\n- [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/inception-project/inception/blob/master/notebooks/annotated_word_files_to_cas_xmi.ipynb) Convert Word files to CAS XMI for import into INCEpTION\n- [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/inception-project/inception/blob/master/notebooks/Working_with_INCEpTION_slot_features_in_DKPro_Cassis.ipynb) Working with INCEpTION slot features in DKPro Cassis\n- ... [more Python examples](https://inception-project.github.io/example-projects/python/)\n\n\n## Do you have questions or feedback?\n\nINCEpTION is still in development, so you are welcome to give us feedback and tell us your wishes and requirements.\n\n- For many questions, you find answers in the main documentation: [Core Functionalities](https://inception-project.github.io/documentation/latest/user-guide#sect_core_funct).\n- Consider our Google group [inception-users](https://groups.google.com/forum/#!forum/inception-users)\n- You can also open an issue on [Github](https://github.com/inception-project/inception/issues).\n\n## How to cite\n\nPlease use the following citation:\n\n    @inproceedings{klie-etal-2018-inception,\n        title = \"The {INCE}p{TION} Platform: Machine-Assisted and Knowledge-Oriented Interactive Annotation\",\n        author = \"Klie, Jan-Christoph and Bugert, Michael  and Boullosa, Beto and Eckart de Castilho, Richard and Gurevych, Iryna\",\n        booktitle = \"Proceedings of the 27th International Conference on Computational Linguistics: System Demonstrations\",\n        year = \"2018\",\n        address = \"Santa Fe, New Mexico\",\n        url = \"https://www.aclweb.org/anthology/C18-2002\",\n        pages = \"5--9\"\n    }\n\n## Contributing\n\nDo you miss a feature? We very much appreciate your contribution! Please open an issue before sending a pull request.\nINCEpTION uses the [DKPro Contribution Guidelines](https://dkpro.github.io/contributing).\n\n1. Create a fork\n2. Create your feature branch: `git checkout -b my-feature`\n3. Commit your changes: `git commit -am 'Add some feature'`\n4. Push to the branch: `git push origin my-new-feature`\n5. Submit a pull request 🚀\n\n## License\n\nINCEpTION is provided as open source under the Apache License v2.0.\n\n---\n\n\u003cdiv align=\"center\"\u003e\n\u003cimg height=\"50\" style=\"margin-right: 15px\" src=\"https://inception-project.github.io/images/logos/tud_logo.gif\"\u003e\n\u003cimg height=\"50\" style=\"margin-right: 15px\" src=\"https://inception-project.github.io/images/logos/ukp-lab.png\"\u003e\n\u003cimg height=\"50\" style=\"margin-right: 15px\" src=\"https://inception-project.github.io/images/logos/dfg_logo_schriftzug_blau_foerderung.jpg\"\u003e\n\u003c/div\u003e\n\n","funding_links":[],"categories":["Image / video","Labeling Tools","Java","人工智能"],"sub_categories":["Open source","Text"],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Finception-project%2Finception","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Finception-project%2Finception","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Finception-project%2Finception/lists"}