Semantic Reasoning from Model-Agnostic Explanations

no code implementations • 29 Jun 2021 • Timen Stepišnik Perdih, Nada Lavrač, Blaž Škrlj

The derived semantic explanations are potentially more informative, as they describe the key attributes in the context of more general background knowledge, e. g., at the biological process level.

JSI at the FinSim-2 task: Ontology-Augmented Financial Concept Classification

no code implementations • 17 Jun 2021 • Timen Stepišnik Perdih, Senja Pollak, Blaž \v{Skrlj}

The task is to design a system that can automatically classify concepts from the Financial domain into the most relevant hypernym concept in an external ontology - the Financial Industry Business Ontology.

Identification of COVID-19 related Fake News via Neural Stacking

no code implementations • 11 Jan 2021 • Boshko Koloski, Timen Stepišnik Perdih, Senja Pollak, Blaž Škrlj

Identification of Fake News plays a prominent role in the ongoing pandemic, impacting multiple aspects of day-to-day life.

Fake News Detection General Classification