In parser/Makefile, set SONGS to ../data_set_directory (../full_set) in this case In folder /experiments are the python scripts for experiments:exp_baseline.py, exp_rake.py Change the values of the variables to set the data-set, keywords-path etc. lda_lsi.py in /experiments is for validation. Change the variables at the top according to your needs