Adaptive Testing of NLP models
Marco Tulio Ribeiro will present Adaptive Testing (AdaTest), a new process and tool that leverages the complementary strengths of humans and language models (GPT-3 in our case) in order to find bugs in NLP models.
AdaTest does not require any expertise from the user, and makes writing tests an easy and fun process, thus removing the biggest barriers in the prior state-of-the-art (CheckList): human effort and creativity.
Marco Túlio Ribeiro
Senior Researcher at Microsoft Research
Marco Tulio Ribeiro is a Senior Researcher at Microsoft Research. His work is on facilitating the communication between humans and machine learning models, which includes interpretability, trust, debugging, feedback, robustness, testing, etc.
He received his Ph.D. from the University of Washington.