label sleuth

We have hosted the application label sleuth in order to run this application in our online workstations with Wine or directly.

Quick description about label sleuth:

An open-source no-code system for text annotation and building text classifiers. No AI knowledge needed. From task definition to working model in just a few hours! While domain experts label their data, Label Sleuth automatically trains in the background-appropriate machine learning models. To avoid wasted labeling effort, Label Sleuth employs active learning techniques to guide the user in what they should be labeled next. Domain experts can quickly start labeling their data through an intuitive user interface. Developed by researchers across industry and academia, Label Sleuth incorporates the latest research from human-computer interaction, natural language processing, and artificial intelligence. Label Sleuth has been designed with an extensible architecture allowing the easy integration of new components, such as additional model architectures or active learning techniques.

Features:

• An open-source no-code system for text annotation and building text classifiers
• No AI knowledge needed
• From task definition to working model in just a few hours
• Real world NLP models made easy
• Active-learning-driven labeling assistance
• Integrated model training

Programming Language: Python.
Categories: