Eyal Shnarch
I hold a PhD. in computer science, in the field of Natural Language Processing and Machine Learning. Joined I IBM Research for Project Debater as responsible for its NLP pipeline and tools. Later became a team lead working on Argument Mining, Argument Quality, Weak Supervision, and Debate Rebuttal. Toady I manage a group researching various language technologies.
Sessions
Domain experts often need to create text classification models; however, they may lack ML or coding expertise to do so. In this talk, we show how domain experts can create text classifiers without writing a single line of code through the open-source, no-code Label Sleuth system (www.label-sleuth.org); a system that combines an intuitive labeling UI with active learning techniques and integrated model training functionality. Finally, we describe how the system can also benefit more technical users, such as data scientists, and developers, who can customize it for more advanced usage.