Zied Bouraoui

Modelling Semantic Categories Using Conceptual Neighborhood

2020 · Proceedings of the AAAI Conference on Artificial Intelligence

While many methods for learning vector space embeddings have been proposed in the field of Natural Language Processing, these methods typically do not distinguish between categories and individuals. Intuitively, if individuals are represented as vectors, …

Few-shot Image Classification with Multi-Facet Prototypes

2021 · Open Access at Essex (University of Essex)

The aim of few-shot learning (FSL) is to learn how to recognize image categories from a small number of training examples. A central challenge is that the available training examples are normally insufficient to determine …

Assertional Removed Sets Merging of DL-Lite Knowledge Bases

2019 · HAL (Le Centre pour la Communication Scientifique Directe)

International audience

Region-Based Merging of Open-Domain Terminological Knowledge

2022

This paper introduces a novel method for merging open-domain terminological knowledge. It takes advantage of the Region Connection Calculus (RCC5), a formalism used to represent regions in a topological space and to reason about their …