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SGNS

Forked from zh3nis/SGNS

Requirements

Code is written in Python 3.7 and requires Pytorch 1.4+. It also requires the following Python modules: numpy, gensim, argparse, gdown. You can install them via:

pip install numpy gensim argparse gdown

Model

To reproduce the SGNS results from Table 1

mkdir embeddings
python main.py --valid data/valid.txt
python eval.py

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SGNS and LogitSGNS in PyTorch

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