1. Problem: RuntimeError if the full path of the output file doesn’t
exist. Fix: make the intermediate dirs for the path of the output file.
2. Problem: Output labels file not written (should be written according
to the documentation). Fix: change the rnnlu.config file.
3. Problem: mismatch between the feature and the output files when
building the evaluation file. Fix: skip empty lines in the feature file