| 2024 | ACL | TRAP: Targeted Random Adversarial Prompt Honeypot for Black-Box Identification. | Martin Gubri, Dennis Ulmer, Hwaran Lee, Sangdoo Yun, Seong Joon Oh |
| 2024 | ACL | Calibrating Large Language Models Using Their Generations Only. | Dennis Ulmer, Martin Gubri, Hwaran Lee, Sangdoo Yun, Seong Joon Oh |
| 2024 | ACL | Bootstrapping LLM-based Task-Oriented Dialogue Agents via Self-Talk. | Dennis Ulmer, Elman Mansimov, Kaixiang Lin, Lijia Sun, Xibin Gao, Yi Zhang |
| 2024 | EACL | Non-Exchangeable Conformal Language Generation with Nearest Neighbors. | Dennis Ulmer, Chrysoula Zerva, Andr F. T. Martins |
| 2024 | ICLR | Non-Exchangeable Conformal Risk Control. | Antnio Farinhas, Chrysoula Zerva, Dennis Ulmer, Andr F. T. Martins |
| 2022 | EMNLP | Experimental Standards for Deep Learning in Natural Language Processing Research. | Dennis Ulmer, Elisa Bassignana, Max Mller-Eberstein, Daniel Varab, Mike Zhang, Rob van der Goot, Christian Hardmeier, Barbara Plank |
| 2022 | EMNLP | Exploring Predictive Uncertainty and Calibration in NLP: A Study on the Impact of Method & Data Scarcity. | Dennis Ulmer, Jes Frellsen, Christian Hardmeier |
| 2021 | UAI | Know your limits: Uncertainty estimation with ReLU classifiers fails at reliable OOD detection. | Dennis Ulmer, Giovanni Cin |