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Modify word2vec such that it's possible to "condition" on existing embeddings for some words, and induce embeddings for new words.

incremental-word2vec

Modify word2vec such that it's possible to "condition" on existing embeddings for some words, and induce embeddings for new words.

usage:

./word2vec -train testdemo.txt -output testdemo.oldmodel -size 200 -threads 12
./word2vec -train new_data.txt -output testdemo.newmodel -size 200 -threads 12 -fixed-embeddings testdemo.oldmodel