163 citations · 249 across the 16 of their papers we have counts for
23 papers
Neurosymbolic Graph Enrichment for Grounded World Models
Stefano De Giorgis, Aldo Gangemi, Alessandro Russo
The development of artificial intelligence systems capable of understanding and reasoning about complex real-world scenarios is a significant challenge. In this work we present a n…
Logic Augmented Generation
Aldo Gangemi, Andrea Giovanni Nuzzolese
Semantic Knowledge Graphs (SKG) face challenges with scalability, flexibility, contextual understanding, and handling unstructured or ambiguous information. However, they offer for…
Do Language Models Understand Morality? Towards a Robust Detection of Moral Content
Luana Bulla, Aldo Gangemi, Misael Mongiovì
The task of detecting moral values in text has significant implications in various fields, including natural language processing, social sciences, and ethical decision-making. Prev…
Sandra -- A Neuro-Symbolic Reasoner Based On Descriptions And Situations
Nicolas Lazzari, Stefano De Giorgis, Aldo Gangemi +1
This paper presents sandra, a neuro-symbolic reasoner combining vectorial representations with deductive reasoning. Sandra builds a vector space constrained by an ontology and perf…
EFO: the Emotion Frame Ontology
Stefano De Giorgis, Aldo Gangemi
Emotions are a subject of intense debate in various disciplines. Despite the proliferation of theories and definitions, there is still no consensus on what emotions are, and how to…
DOLCE: A Descriptive Ontology for Linguistic and Cognitive Engineering
Stefano Borgo, Roberta Ferrario, Aldo Gangemi +5
DOLCE, the first top-level (foundational) ontology to be axiomatized, has remained stable for twenty years and today is broadly used in a variety of domains. DOLCE is inspired by c…