nickbiso/nlp-analogies

NLP-Analogies

For this exercise we will be asking the model the Analogy questions:

If Italy is to Italian then Spain is to? ___________

If India is to delhi then Japan is to? ___________

If man is to woman then boy is to? ___________

If small is to smaller then large is to? ___________

Using a pre-trained GloVe word vector I will make a model that will accurately answer the questions above.

GloVe: Global Vectors for Word Representation

https://nlp.stanford.edu/pubs/glove.pdf

GloVe is an unsupervised learning algorithm for obtaining vector representations for words. Training is performed on aggregated global word-word co-occurrence statistics from a corpus, and the resulting representations showcase interesting linear substructures of the word vector space.