In the experiment section, we seek for answers for the following questions: Q1 What is the effect of a polarity lexicon on the expression-level polarity classification task?
is it useful when using a machine learning technique that might be able to learn the necessary polarity information just based on the words in the training data, without consulting a dictionary?