🏃 Execution

Example usage: use the following command in the current directory. Notice: If you are using a Windows machine, change all of the '' (backslash) symbols to '/' (slash)!

• For running unsmoothed language model: python3 src/main.py data/train/ data/dev/ output/results_dev_unsmoothed.csv --unsmoothed

• For running laplace smoothed language model: python3 src/main.py data/train/ data/dev/ output/results_dev_laplace.csv --laplace

• For running interpolated language model: python3 src/main.py data/train/ data/dev/ output/results_dev_interpolation.csv --interpolation

For knowing which N was selected as the best fit and what was the accuracy of the LM:

• For the unsmoothed language model: python3 src/main.py data/train/ data/dev/ output/ --bestUnsmoothed

• For the laplace smoothed language model: python3 src/main.py data/train/ data/dev/ output/ --bestLaplace

• For the interpolated language model: python3 src/main.py data/train/ data/dev/ output/ --bestInterpolation

📊 Data

The data can be found in data/train and the development data can be found in data/dev.