dim_red.py is the script for dimension reduction using sign-hash. multitask_full.py is the script for traning the tasks simultaneously using sign-hash and testing with each task which uses base model written in theano. multitask_gen_men_specific.py is the script for generate data in TSRL format and train and test the model.