Event

Natural Language Processing through Geometric Deep Learning

24 May 2024
3:00 pm - 3:30 pm

Location

CSH Salon

Organizer

Complexity Science Hub
Email
events@csh.ac.at

Event

Natural Language Processing through Geometric Deep Learning

Graphs offer a natural representation of text structures, capturing connections between words in a sentence or sentences in a paragraph. Exploiting these structures with deep learning models however can be challenging, since their design generally only allows processing data with Euclidean structure. In this talk, I will introduce graph neural networks (GNNs), as a powerful method to address this technical challenge. Later, I will discuss the benefits of this approach in tackling tasks such as relation extraction, link prediction, and knowledge graph construction, in the context of supply chain networks. 

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