Multilingual evaluation
Designing language samples and benchmarks, and testing whether findings transfer to underserved languages and different linguistic settings.
Typologically diverse evaluation · CL 2026 ↗Research collaboration
Collaborate on trustworthy language AI.
I welcome partners developing Horizon Europe proposals and other European research collaborations. At Aalborg University, I can contribute to or lead work packages on multilingual evaluation, language-model security and privacy, and factual reliability.
What I can contribute
Model security and privacy
Studying memorisation, embedding inversion and information leakage; investigating how linguistic properties shape attacks and defences.
Evaluating PII memorisation · ACL 2026 ↗Factual reliability
Developing knowledge-grounded evaluation and methods for checking model outputs, including information extraction in specialist domains.
MultiHal · ICML 2026 ↗Recent applied collaborations include financial information extraction with ALIPES and educational feedback with LLM agents. I also welcome joint doctoral supervision and research exchanges.
Funding routes
- Horizon Europe collaborative projects ↗
- For consortia where multilingual AI, security or reliable evaluation is a central research need. Cluster 4 is a natural starting point; other clusters depend on the application and call.
- MSCA networks and exchanges
- Doctoral Networks support international doctoral training. Staff Exchanges support research collaboration through secondments. Potential contributions include supervision, training and hosting researchers.
- EIC Pathfinder ↗
- A selective fit for ambitious interdisciplinary research towards radically new technology, where language or security research is essential to the proposed breakthrough.
Individual fellowships and industry partnerships
MSCA Postdoctoral Fellowships offer a route for researchers to develop a fellowship proposal with AAU as host.
Innovation Fund Denmark's Industrial Researcher programme supports joint research through Industrial PhD and Industrial Postdoc projects.
Discuss a proposal
Building a consortium?
Send a short outline, the call or topic if identified, the contribution you have in mind, and the deadline.