Study of knowledge evolution through thematic changes, linguistic variation and temporal knowledge graphs, and evaluation of temporal reasoning in AI systems.
Generation, adaptation and evaluation of natural-language representations that preserve structured knowledge, from topic labels to multilingual verbalizations of RDF triples.
Characterization, detection and assessment of risks in AI-mediated knowledge generation. His work studies how evaluation portfolios can cover the technical evidence required for specific risks.