Deep Learning, Artificial Intelligence, NLP, Language Model, Nce.
analogy-based word similarity tasks released by Google and Microsoft Research (MSR) are tested. (Please feel free to read the datasets details and experimental setup in the paper.) Accuracy in percent on word similarity tasks NCEk denotes NCE training using k noise samples. All NCE-trained models