The Distributed Multisense Word Embedding(DMWE) tool is a parallelization of the Skip-Gram Mixture [1] algorithm on top of the DMTK parameter server. It provides an efficient scaling to industry size solution for multi sense word embedding.

distributed_skipgram_mixture-master
...................................\.gitignore
...................................\LICENSE
...................................\Makefile
...................................\README.md
...................................\build.sh
...................................\scripts
...................................\.......\parameters_setting.txt
...................................\.......\run.py
...................................\.......\sense_file.txt
...................................\src
...................................\...\data_block.cpp
...................................\...\data_block.h
...................................\...\dictionary.cpp
...................................\...\dictionary.h
...................................\...\huffman_encoder.cpp
...................................\...\huffman_encoder.h
...................................\...\main.cpp
...................................\...\multiverso_skipgram_mixture.cpp
...................................\...\multiverso_skipgram_mixture.h
...................................\...\multiverso_tablesid.h
...................................\...\param_loader.cpp
...................................\...\param_loader.h
...................................\...\reader.cpp
...................................\...\reader.h
...................................\...\skipgram_mixture_neural_network.cpp
...................................\...\skipgram_mixture_neural_network.h
...................................\...\trainer.cpp
...................................\...\trainer.h
...................................\...\util.cpp
...................................\...\util.h
...................................\windows
...................................\.......\distributed_skipgram_mixture
...................................\.......\............................\distributed_skipgram_mixture.sln
...................................\.......\............................\distributed_skipgram_mixture.vcxproj

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