Hierarchical Softmax: Optimizing NLMs with Huffman Trees
Master Hierarchical Softmax to scale neural language models. Learn path-based probability derivations, Huffman coding optimizations, and O(log V) efficiency.
Content adapted from Efficient Estimation of Word Representations in Vector Space by Tomas Mikolov, Kai Chen, Greg Corrado, Jeffrey Dean.Original Source