no code implementations • 2 Oct 2017 • M. Stone, R. Arora
Identifying nominals with no head match is a long-standing challenge in coreference resolution with current systems performing significantly worse than humans.
no code implementations • NeurIPS 2018 • Lin F. Yang, R. Arora, V. Braverman, Tuo Zhao
We use differential equations based approaches to provide some {\it \textbf{physics}} insights into analyzing the dynamics of popular optimization algorithms in machine learning.