Just going by the GitHub readme and the corresponding paper this tool does not generate new words, popularly known as the abstraction summary. This is doing an extraction task followed by a syntactic compression task.

Pages 3,4 of the paper http://www.cs.utexas.edu/~gdurrett/papers/durrett-berg-klein...