Name		Name	Last commit message	Last commit date
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data		data
figures		figures
model		model
README.md		README.md
main.py		main.py

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POS Information in Word Embedding Partitions

Aidan San

Installation

pip3 install nltk
Download PTB corpus in NLTK
Put PTB corpus in nltk_corpus folder
pip3 install numpy
pip3 install gensim
pip3 install torch
Download Google News word embeddings and put in data/word_vectors folder

For Figures:

pip3 install seaborn
pip3 install jupyter

Running:

For figures (produces the charts in the paper):

jupyter notebook then open figures/figures.ipynb

For the dataset (produces the train dev and test files):

python3 create_pos_and_word_vectors.py

For model training (trains and evaluates the neural net):

python3 main.py

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