Building General Purpose ML Systems

Min, a PhD student in Natural Language Processing, discusses her work in building a general purpose machine learning system that can understand natural language and solve real world problems. She emphasizes the importance of rigor and thoughtfulness in scientific investigations and highlights the need to overcome fundamental limitations in order to bridge the gap between current language models and future aspirations in the field.