- Bryan Ho
- Dweepa Honnavalli
- Gopi K Y Gavuji
- Mollee Jain
- Rahul Kishan
We had three tasks we have notebooks for:
- Baselines
- Hierarchical Model
- Feedback
Generate_Embeddings.ipynb is a base notebook we used to generate the token and sentence embeddings used across models. For our hierarchical model, we used colab pro to have more resources to run.
- Baselines:
- SVR:
svr_baseline.ipynb - Bayesian Ridge Regression:
ridge_regression.ipynb - CNN:
CNN_Model.ipynb - LSTM:
LSTM_Model.ipynb
-
Hierarchical Model:
CNN_LSTM_Attention.ipynb -
Feedback:
Feedback_Model.ipynb