A First Experiment Using ILP for Argument Mining.

This paper presents a first experiment using Inductive Logic Programming (ILP) to acquire argument schemes from a genetics research paper in which entities, relations, and arguments had been annotated previously. Then the ILP-derived rules are used to extract argument premises and conclusions from the text. Another contribution of this paper is a computational model of the narrative of scientific discovery in the text.