Allen Nie

Inducing Grammar from Long Short-Term Memory Networks by Shapley Decomposition

2020

The principle of compositionality has deep roots in linguistics: the meaning of an expression is determined by its structure and the meanings of its constituents. However, modern neural network models such as long shortterm memory …