NLP Project

Annie Hermann

Baseline

Code in baseline.py
Baseline testing Total F1: 0.3621471159325782

Naive Bayes Classifier

Code in naive_bayes.py
Naive Bayes Classifier testing Total F1: 0.2339127632039389

Neural Network

Code in neural_net.py
Neural Net testing Total F1: 0.403
Neural Net + NB Classifier testing Total F1: 0.4304520261023754

Demo

Run demo on text with ./demo.py -t (sentence)

• try out ./demo.py -t 不管黑猫白猫，捉到老鼠就是好猫 (Deng Xiao-ping's famous quote, "It doesn't matter if it's a black cat or a white cat, as long as it can catch a mouse it's a good cat")

Run demo on textfile with ./demo.py -f (file)

• try out ./demo.py -f data/test/final_project.txt (my Chinese final project)