Anthony Bau

What Is One Grain of Sand in the Desert? Analyzing Individual Neurons in Deep NLP Models

2019

Despite the remarkable evolution of deep neural networks in natural language processing (NLP), their interpretability remains a challenge. Previous work largely focused on what these models learn at the representation level. We break this analysis …