Study
NLP · GloVe
GloVe vectors from global co-occurrence statistics, loading pretrained 50-dimensional vectors, analogies, and the bias these vectors inherit.
- GloVe fits word vectors so that their dot products match the log co-occurrence counts.
- Analogy arithmetic often works (king − man + woman ≈ queen), and the same arithmetic can surface stereotypes from the training text.