I encountered the noise-contrastive estimation (NCE) technique in several papers recently. So it is a good time to visit this topic. NCE is a commonly used technique under the word2vec umbrella [2]. Previously I talked about several other ways to generate word embeddings in [1] but skipped introducing NCE. In this post, I will introduce …