/dynamic_word_embeddings

Study of semantic evolution of words over time

Primary LanguagePythonMIT LicenseMIT

Dynamic Word Embeddings

Study of semantic evolution of words over time

Download data and preprocess:

python -m download_data
python -m preprocess_data

Training

python -m main --data_dir=./data \
               --embed_dim=100 \
               --batch_size=1000 \
               --lr=0.001 \
               --epochs=5 \
               --device=cpu

References:

https://arxiv.org/pdf/1702.08359.pdf