轉載來源：https://blog.csdn.net/wangyizhen_nju/article/details/94559607
整理了一些比較好用的自然語言處理標記工具,如有遺漏歡迎補充。
| 名稱 | 年份 | 描述 | 協議 | 官網 | github |
|---|---|---|---|---|---|
| doccano | 2019 | doccano is an open source text annotation tool for human. It provides annotation features for text classification, sequence labeling and sequence to sequence. So, you can create labeled data for sentiment analysis, named entity recognition, text summarization and so on. Just create project, upload data and start annotation. You can build a dataset in hours. | MIT | https://github.com/chakki-works/doccano | https://github.com/chakki-works/doccano |
| INCEpTION | 2018 | A semantic annotation platform offering intelligent assistance and knowledge managementThe annotation of specific semantic phenomena often require compiling task-specific corpora and creating or extending task-specific knowledge bases. Presently, researchers require a broad range of skills and tools to address such semantic annotation tasks. | Apache | https://inception-project.github.io/ | https://github.com/inception-project/inception |
| NeuroNER | 2017 | NeuroNER is a program that performs named-entity recognition (NER). | https://github.com/Franck-Dernoncourt/NeuroNER | https://github.com/Franck-Dernoncourt/NeuroNER | |
| Prodigy | 2017 | Prodigy is a machine teaching tool so efficient that a single data scientist can create end-to-end prototypes for new funtionality without commissioning external annotations, and with a smooth path to production. Whether you’re working on entity recognition, intent detection or image classification, Prodigy can help you train and evaluate your models faster. | Commercial | https://prodi.gy/ | |
| chineseannator | 2017 | Annotator for Chinese Text Corpus | Apache | https://github.com/deepwel/Chinese-Annotator | |
| Chatito | 2017 | Generate datasets for AI chatbots, NLP tasks, named entity recognition or text classification models using a simple DSL! | MIT | https://rodrigopivi.github.io/Chatito/ | https://github.com/rodrigopivi/Chatito |
| YEDDA | 2016 | YEDDA (the previous SUTDAnnotator) is developed for annotating chunk/entity/event on text (almost all languages including English, Chinese), symbol and even emoji. It supports shortcut annotation which is extremely efficient to annotate text by hand. The user only need to select text span and press shortcut key, the span will be annotated automatically. It also support command annotation model which annotates multiple entities in batch and support export annotated text into sequence text. | Apache | https://github.com/jiesutd/YEDDA | https://github.com/jiesutd/YEDDA |
| rasa-nlu-trainer | 2016 | This is a tool to edit your training examples for rasa NLU Use the online version or install with npm | Commercial | https://github.com/RasaHQ/rasa-nlu-trainer | |
| TALEN | 2016 | A lightweight web-based tool for annotating word sequences. | Research | https://github.com/CogComp/talen | https://github.com/CogComp/talen |
| WebAnno | 2014 | WebAnno is a general purpose web-based annotation tool for a wide range of linguistic annotations including various layers of morphological, syntactical, and semantic annotations.Additionaly, custom annotation layers can be defined, allowing WebAnno to be used also for non-linguistic annotation tasks.WebAnno is a multi-user tool supporting different roles such as annotator, curator, and project manager. The progress and quality of annotation projects can be monitored and measuered in terms of inter-annotator agreement. Multiple annotation projects can be conducted in parallel. | Apache | https://webanno.github.io/webanno/ | https://github.com/webanno/webanno |
| MAE | 2014 | MAE is a lightweight, general-purpose natural language annotation tool | GPL | https://github.com/keighrim/mae-annotation | https://github.com/keighrim/mae-annotation |
| Anafora | 2013 | Anafora (pronounced “a-nuh-FOUR-uh”, /ænəˈfɔɹə/) is a new annotation tool written at the University of Colorado by Wei-te Chen and Will Styler. Anafora is designed to be a lightweight, flexible annotation solution which is easy to deploy for large and small projects. | Apache | https://github.com/weitechen/anafora | https://github.com/weitechen/anafora |
| brat | 2010 | brat is a web-based tool for text annotation; that is, for adding notes to existing text documents.brat is designed in particular for structured annotation, where the notes are not freeform text but have a fixed form that can be automatically processed and interpreted by a computer. | MIT | https://github.com/nlplab/brat | https://github.com/nlplab/brat |