Code samples for "log linear model"

1.Project Structure: ./LogLinearModel.py: the first version of the log linear model

./LogLinearModel_factor.py: the log linear model with the regularization factor

./LogLinearModel_factor_optimized.py: the optimized log linear model for speeding up

./train.conll: the training data

./dev.conll: the development data

./result.txt: the program result on my computer

./README.md: something about the project

2.How to run the program? There are three independent codes and you can run them all.

To run these codes, you should prepare these following things:

python2.7

2.1 to run:

	./LogLinearModel.py

	./LogLinearModel_factor.py

	./LogLinearModel_factor_optimized.py

You can run all the projects and compare them with the precision and executing time.