chagge / word_embeddings

Code for the blog post "Making Sense of Word2vec"

Evaluation of word embeddings

Code for the blog post evaluating word2vec, GloVe, SPPMI and SPPMI-SVD methods:

Making sense of word2vec.

Run run_all.sh to run all experiments. Logs with results will be stored in the data directory.

To replicate my results from the blog article, download and preprocess Wikipedia using this code. You can use your own corpus though (the corpus path is a parameter to run_all.sh).