Publications

Teixeira, Cátia, Inês Gomes, Carlos Soares, and Jan N. van Rijn. “Hubris Benchmarking with AmbiGANs: Assessing Model Overconfidence with Synthetic Ambiguous Data”. In Discovery Science. 2025. 📄 preprint

Teixeira, Cátia, Inês Gomes, Luís Cunha, Carlos Soares, and Jan N. van Rijn. “GASTeNv2: Generative Adversarial Stress Testing Networks with Gaussian Loss”. In Progress in Artificial Intelligence: 23rd EPIA Conference on Artificial Intelligence. 2024. 📄 preprint

Inês Gomes, Luís F. Teixeira, Jan N. Van Rijn, Carlos Soares, André Restivo, Luís Cunha, and Moisés Santos. “Finding Patterns in Ambiguity: Intrepretable Stress Testing in the Decision Boundary”. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 8316-8321. 2024. 📄 preprint

Inês Gomes, Rui Correia, Jorge Ribeiro, and João Freitas. “Effort estimation in named entity tagging tasks”. In Proceedings of the Twelfth Language Resources and Evaluation Conference, pp. 298-306. 2020.