Annobot: Platform for Annotating and Creating Datasets through Conversation with a Chatbot
Rafał Poświata, Michał Perełkiewicz · 2020
In this paper, we introduce Annobot: a platform for annotating and creating datasets through conversation with a chatbot.This natural form of interaction has allowed us to create a more accessible and flexible interface, especially for mobile devices.Our solution has a wide range of applications such as data labelling for binary, multi-class/label classification tasks, preparing data for regression problems, or creating sets for issues such as machine translation, question answering or text summarization.Additional features include pre-annotation, active sampling, online learning and real-time inter-annotator agreement.The system is integrated with the popular messaging platform: Facebook Messanger.Usability experiment showed the advantages of the proposed platform compared to other labelling tools.