Part-Of-Speech task implemented through HMM and Structured, Averaged Perceptron. Project description can be found in pdf.

INSTRUCTIONS:

PART 2:

• open part2.py and change variables of trainpath, testpath and outputpath respectively.
• run the python script python3 part2.py

PART 3:

• open part3.py and change variables of trainpath, testpath and outputpath respectively.
• run the python script python3 part3.py

PART 4:

• open part4.py and change variables of trainpath, testpath and outputpath respectively.
• run the python script python3 part4.py

PART 5:

• part5.py consists of the training and testing of either validation or testing dataset

• To run the training and testing on validation set(dev.in) for EN dataset, run: python part5.py -d EN -t n -i 3

• To run the training and testing on testing set (test.in) for EN dataset, run: python part5.py -d EN -t y -i 3

• To run the training and testing on validation set(dev.in) for AL dataset, run: python part5.py -d AL -t n -i 2

• To run the training and testing on testing set (test.in) for AL dataset, run: python part5.py -d AL -t y -i 2