Roxana Pop

Doctoral Research Fellow - Analytical Solutions and Reasoning
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Visiting address Gaustadalléen 23B 0373 Oslo
Postal address Postboks 1080 Blindern 0316 Oslo
Other affiliations Faculty of Mathematics and Natural Sciences (Student)

Research Interests

Currently in my PhD I am investigating neural methods for temporal prediction on structured data, with an emphasis on graph neural networks extensions. My overarching objective is to combine neural methods with symbolic AI approaches, and extract logical rules from the trained neural networks for making the predictions. In this way, the predictions can be understood by human experts, but the extraction is data-driven, making the best of the two AI paradigms.

Before my PhD I did research in Natural Language Processing, mostly in AMR (Abstract Meaning Representation) parsing - a type of semantic parsing.

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Published Sep. 24, 2021 12:45 PM - Last modified Dec. 9, 2023 4:51 AM