Automatic Feature Engineering for Italian Question Answering Systems

Abstract. In this paper, we propose automatic feature engineering for Italian QA systems. Our approach only requires a shallow syntactic representation of the questions and the answer passages. We apply Support Vector Machines using tree kernels to such trees for automatically generating relational syntactic patters, which significantly improve on BM25 retrieval models