Deep Learning, Artificial Intelligence, NLP, Language Model, Nce.
Using Noise-Contrastive Estimation (NCE) for Efficient Learning In this story, Learning Word Embeddings Efficiently with Noise-Contrastive Estimation, (NCE), by DeepMind, is briefly reviewed. Continuous-valued word embeddings learned by neural language models have recently been shown to capture