The names of variables and functions serve as implicit documentation are instrumental for program comprehension. But choosing good meaningful is hard. We perform a sequence experiments in which total 334 subjects required to choose given programming scenarios. first experiment shows that the probability two developers would select same name low: 47 instances our median was only 6.9%. At time, s...

Recently several different deep learning architectures have been proposed that take a string of characters as the raw input signal and automatically derive features for text classification. Little studies are available that compare the effectiveness of these approaches for character based text classification with each other. In this paper we perform such an empirical comparison for the importan...