Word analogy tasks (king - man + woman = queen), word similarity benchmarks, and domain-specific nearest-neighbor inspection (is 'neural network' close to 'deep learning'?).

Word analogy tasks (king - man + woman = queen), word similarity benchmarks, and domain-specific nearest-neighbor inspection (is 'neural network' close to 'deep learning'?). Downstream eval: did cosine similarity ranking correlate with human recruiter judgments? Also visualized with t-SNE to verify clustering of related CS concepts.