Recent publications
All publications- Testoni, A., Calixto, I., Mind the Gap: Benchmarking LLM Uncertainty and Calibration with Specialty-Aware Clinical QA and Reasoning-Based Behavioural Features. (Outstanding Paper Award) Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers), EACL 2026. [PDF]
- Testoni, A., Plank, B., Fernández, R., RAcQUEt: Unveiling the Dangers of Overlooked Referential Ambiguity in Visual LLMs. Proceedings of The 2025 Conference on Empirical Methods in Natural Language Processing, EMNLP 2025 [PDF]
- Horst, N., Mazzaccara, D., Schmidt, A., Sullivan, M., Momentè, F., Franceschetti, L., Sadler, P., Hakimov, S., Testoni, A., Bernardi, R., Fernández, R., Koller, A., Lemon, O., Schlangen, D., Giulianelli, M., Suglia, A., Playpen: An Environment for Exploring Learning Through Conversational Interaction. Proceedings of The 2025 Conference on Empirical Methods in Natural Language Processing, EMNLP 2025 [PDF]