├── LICENSE ├── README.md ├── Test BERT classifier.ipynb ├── Test LSTM.ipynb ├── data └── labeled-dataset.tsv ├── features.py ├── models ├── BERT_functions.py ├── __init__.py ├── __pycache__ │ ├── BERT_functions.cpython-36.pyc │ └── __init__.cpython-36.pyc └── lstm.py ├── preprocess_data.py ├── preprocess_embedding.py ├── requirements.txt ├── train_BERT.py ├── train_LSTM.py └── weights ├── BERT └── README.md ├── LSTM └── README.md ├── README.md └── embeddings └── README.md /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minjechoi/10dimensions/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minjechoi/10dimensions/HEAD/README.md -------------------------------------------------------------------------------- /Test BERT classifier.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minjechoi/10dimensions/HEAD/Test BERT classifier.ipynb -------------------------------------------------------------------------------- /Test LSTM.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minjechoi/10dimensions/HEAD/Test LSTM.ipynb -------------------------------------------------------------------------------- /data/labeled-dataset.tsv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minjechoi/10dimensions/HEAD/data/labeled-dataset.tsv -------------------------------------------------------------------------------- /features.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minjechoi/10dimensions/HEAD/features.py -------------------------------------------------------------------------------- /models/BERT_functions.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minjechoi/10dimensions/HEAD/models/BERT_functions.py -------------------------------------------------------------------------------- /models/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /models/__pycache__/BERT_functions.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minjechoi/10dimensions/HEAD/models/__pycache__/BERT_functions.cpython-36.pyc -------------------------------------------------------------------------------- /models/__pycache__/__init__.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minjechoi/10dimensions/HEAD/models/__pycache__/__init__.cpython-36.pyc -------------------------------------------------------------------------------- /models/lstm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minjechoi/10dimensions/HEAD/models/lstm.py -------------------------------------------------------------------------------- /preprocess_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minjechoi/10dimensions/HEAD/preprocess_data.py -------------------------------------------------------------------------------- /preprocess_embedding.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minjechoi/10dimensions/HEAD/preprocess_embedding.py -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | nltk 2 | pandas 3 | scikit-learn 4 | torch 5 | transformers 6 | tqdm 7 | gensim>=3.7.3 -------------------------------------------------------------------------------- /train_BERT.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minjechoi/10dimensions/HEAD/train_BERT.py -------------------------------------------------------------------------------- /train_LSTM.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minjechoi/10dimensions/HEAD/train_LSTM.py -------------------------------------------------------------------------------- /weights/BERT/README.md: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/LSTM/README.md: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /weights/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minjechoi/10dimensions/HEAD/weights/README.md -------------------------------------------------------------------------------- /weights/embeddings/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minjechoi/10dimensions/HEAD/weights/embeddings/README.md --------------------------------------------------------------------------------