Machine Learning, Naturallanguageprocessing, Artificial Intelligence, NLP, AI.
Architecture: skip-gram (slower, better for infrequent words) vs CBOW (fast). The Training Algorithm: hierarchical softmax (better for infrequent words) vs negative sampling (better for frequent words, better with low dimensional vectors). Sub-sampling of Frequent Words: can improve both accuracy