Argumentation

We show that ProbLog is an instance of a form of Probabilistic Abstract Argumentation (PAA) that builds upon Assumption-Based Argumentation (ABA). The connections pave the way towards equipping ProbLog with alternative semantics, inherited from PAA and ABA.

A presentation on my research about Probabilistic Logic Programming and Argumentation

We model beliefs in argumentation problems with probabilistic logic programs and show that traditional probabilistic logic programming (PLP) systems cannot reason on this type of programs. We thus present smProblog, a novel PLP system based on ProbLog, where inference and learning over such probabilistic argumentation problems are possible.

We present the first model for argumentation mining for Italian short argumentative texts. We adapted to Italian the software …

We present a text classifier that can distinguish Italian news stories from editorials. Inspired by earlier work on English, we built a …