The Role of Context Types and Dimensionality in Learning Word Embeddings

Oren Melamud, David McClosky, Siddharth Patwardhan +1

We provide the first extensive evaluation of how using different types of context to learn skip-gram word embeddings affects performance on a wide range of intrinsic and extrinsic…