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Identifying Nominals with No Head Match Co-references Using Deep Learning
Identifying nominals with no head match is a long-standing challenge in coreference resolution with current systems performing significantly worse than humans.
The Physical Systems Behind Optimization Algorithms
We use differential equations based approaches to provide some {\it \textbf{physics}} insights into analyzing the dynamics of popular optimization algorithms in machine learning.
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