FXLP/MarkTool
DoTAT 是一款基于web、面向领域的通用文本标注工具，支持大规模实体标注、关系标注、事件标注、文本分类、基于字典匹配和正则匹配的自动标注以及用于实现归一化的标准名标注，同时也支持迭代标注、嵌套实体标注和嵌套事件标注。标注规范可自定义且同类型任务中可“一次创建多次复用”。通过分级实体集合扩大了实体类型的规模，并设计了全新高效的标注方式，提升了用户体验和标注效率。此外，本工具增加了审核环节，可对多人的标注结果进行一致性检验、自动合并和手动调整，提高了标注结果的准确率。
This tool helps researchers and data scientists accurately label large volumes of text data for tasks like entity recognition, relationship extraction, or text classification. You input raw text documents and define your specific labeling rules, and it outputs meticulously annotated text data in JSON format, ready for training machine learning models. It's designed for data scientists, linguists, or domain experts who need to create high-quality, specialized datasets.
623 stars. No commits in the last 6 months.
Use this if you need to create precise, custom-labeled text datasets for machine learning or research, especially if your labeling requires specific domain knowledge, supports nested structures, or benefits from automatic pre-annotation and multi-person review.
Not ideal if you only need very basic keyword tagging or sentiment analysis and don't require custom, fine-grained entity, relation, or event labeling with a review workflow.
Stars
623
Forks
100
Language
Vue
License
Apache-2.0
Category
Last pushed
Nov 10, 2023
Commits (30d)
0
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