Dennis Ulmer

34 papers A* 1A 1Journal 23Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Calibration Is Not Enough: Evaluating Confidence Estimation Under Language Variations.
CoRR
Yuxi Xia, Dennis Ulmer, Terra Blevins, Yihong Liu, Hinrich Schütze, Benjamin Roth
2026 J jnl
Probing for Knowledge Attribution in Large Language Models.
CoRR
Ivo Brink, Alexander Boer, Dennis Ulmer
2026 J jnl
Queer NLP: A Critical Survey on Literature Gaps, Biases and Trends.
CoRR
Sabine Weber, Angelina Wang, Ankush Gupta, Arjun Subramonian, Dennis Ulmer, Eshaan Tanwar, Geetanjali Aich, Hannah Devinney, Jacob Hobbs, Jennifer Mickel, Joshua Tint, Mae Sosto, Ray Groshan, Simone Astarita, Vagrant Gautam, Verena Blaschke, William Agnew, Wilson Y. Lee, Yanan Long
2025 J jnl
Anthropomimetic Uncertainty: What Verbalized Uncertainty in Language Models is Missing.
CoRR
Dennis Ulmer, Alexandra Lorson, Ivan Titov, Christian Hardmeier
2024 — conf
Bootstrapping LLM-based Task-Oriented Dialogue Agents via Self-Talk.
ACL (Findings)
Dennis Ulmer, Elman Mansimov, Kaixiang Lin, Lijia Sun, Xibin Gao, Yi Zhang
2024 J jnl
Bootstrapping LLM-based Task-Oriented Dialogue Agents via Self-Talk.
CoRR
Dennis Ulmer, Elman Mansimov, Kaixiang Lin, Justin Sun, Xibin Gao, Yi Zhang
2024 — conf
Calibrating Large Language Models Using Their Generations Only.
ACL (1)
Dennis Ulmer, Martin Gubri, Hwaran Lee, Sangdoo Yun, Seong Joon Oh
2024 J jnl
Calibrating Large Language Models Using Their Generations Only.
CoRR
Dennis Ulmer, Martin Gubri, Hwaran Lee, Sangdoo Yun, Seong Joon Oh
2024 — conf
Non-Exchangeable Conformal Language Generation with Nearest Neighbors.
EACL (Findings)
Dennis Ulmer, Chrysoula Zerva, André F. T. Martins
2024 J jnl
Non-Exchangeable Conformal Language Generation with Nearest Neighbors.
CoRR
Dennis Ulmer, Chrysoula Zerva, André F. T. Martins
2024 A* conf
Non-Exchangeable Conformal Risk Control.
ICLR
António Farinhas, Chrysoula Zerva, Dennis Ulmer, André F. T. Martins
2024 J jnl
On Uncertainty In Natural Language Processing.
CoRR
Dennis Ulmer
2024 — conf
TRAP: Targeted Random Adversarial Prompt Honeypot for Black-Box Identification.
ACL (Findings)
Martin Gubri, Dennis Ulmer, Hwaran Lee, Sangdoo Yun, Seong Joon Oh
2024 J jnl
TRAP: Targeted Random Adversarial Prompt Honeypot for Black-Box Identification.
CoRR
Martin Gubri, Dennis Ulmer, Hwaran Lee, Sangdoo Yun, Seong Joon Oh
2023 J jnl
A taxonomy and review of generalization research in NLP.
Nat. Mac. Intell.
Dieuwke Hupkes, Mario Giulianelli, Verna Dankers, Mikel Artetxe, Yanai Elazar, Tiago Pimentel, Christos E. Christodoulopoulos, Karim Lasri, Naomi Saphra, Arabella Sinclair, Dennis Ulmer, Florian Schottmann, Khuyagbaatar Batsuren, Kaiser Sun, Koustuv Sinha, Leila Khalatbari, Maria Ryskina, Rita Frieske, Ryan Cotterell, Zhijing Jin
2023 J jnl
Non-Exchangeable Conformal Risk Control.
CoRR
António Farinhas, Chrysoula Zerva, Dennis Ulmer, André F. T. Martins
2023 J jnl
Prior and Posterior Networks: A Survey on Evidential Deep Learning Methods For Uncertainty Estimation.
Trans. Mach. Learn. Res.
Dennis Ulmer, Christian Hardmeier, Jes Frellsen
2023 J jnl
Uncertainty in Natural Language Generation: From Theory to Applications.
CoRR
Joris Baan, Nico Daheim, Evgenia Ilia, Dennis Ulmer, Haau-Sing Li, Raquel Fernández, Barbara Plank, Rico Sennrich, Chrysoula Zerva, Wilker Aziz
2022 J jnl
Experimental Standards for Deep Learning Research: A Natural Language Processing Perspective.
CoRR
Dennis Ulmer, Elisa Bassignana, Max Müller-Eberstein, Daniel Varab, Mike Zhang, Christian Hardmeier, Barbara Plank
2022 — conf
Experimental Standards for Deep Learning in Natural Language Processing Research.
EMNLP (Findings)
Dennis Ulmer, Elisa Bassignana, Max Müller-Eberstein, Daniel Varab, Mike Zhang, Rob van der Goot, Christian Hardmeier, Barbara Plank
2022 — conf
Exploring Predictive Uncertainty and Calibration in NLP: A Study on the Impact of Method & Data Scarcity.
EMNLP (Findings)
Dennis Ulmer, Jes Frellsen, Christian Hardmeier
2022 J jnl
Exploring Predictive Uncertainty and Calibration in NLP: A Study on the Impact of Method & Data Scarcity.
CoRR
Dennis Ulmer, Jes Frellsen, Christian Hardmeier
2022 J jnl
State-of-the-art generalisation research in NLP: a taxonomy and review.
CoRR
Dieuwke Hupkes, Mario Giulianelli, Verna Dankers, Mikel Artetxe, Yanai Elazar, Tiago Pimentel, Christos Christodoulopoulos, Karim Lasri, Naomi Saphra, Arabella Sinclair, Dennis Ulmer, Florian Schottmann, Khuyagbaatar Batsuren, Kaiser Sun, Koustuv Sinha, Leila Khalatbari, Maria Ryskina, Rita Frieske, Ryan Cotterell, Zhijing Jin
2022 J jnl
deep-significance - Easy and Meaningful Statistical Significance Testing in the Age of Neural Networks.
CoRR
Dennis Ulmer, Christian Hardmeier, Jes Frellsen
2021 J jnl
A Survey on Evidential Deep Learning For Single-Pass Uncertainty Estimation.
CoRR
Dennis Ulmer
2021 A conf
Know your limits: Uncertainty estimation with ReLU classifiers fails at reliable OOD detection.
UAI
Dennis Ulmer, Giovanni Cinà
2021 J jnl
Recoding latent sentence representations - Dynamic gradient-based activation modification in RNNs.
CoRR
Dennis Ulmer
2020 J jnl
Know Your Limits: Monotonicity & Softmax Make Neural Classifiers Overconfident on OOD Data.
CoRR
Dennis Ulmer, Giovanni Cinà
2020 — conf
Trust Issues: Uncertainty Estimation Does Not Enable Reliable OOD Detection On Medical Tabular Data.
ML4H@NeurIPS
Dennis Ulmer, Lotta Meijerink, Giovanni Cinà
2020 J jnl
Trust Issues: Uncertainty Estimation Does Not Enable Reliable OOD Detection On Medical Tabular Data.
CoRR
Dennis Ulmer, Lotta Meijerink, Giovanni Ciná
2019 — conf
Assessing Incrementality in Sequence-to-Sequence Models.
RepL4NLP@ACL
Dennis Ulmer, Dieuwke Hupkes, Elia Bruni
2019 J jnl
Assessing incrementality in sequence-to-sequence models.
CoRR
Dennis Ulmer, Dieuwke Hupkes, Elia Bruni
2019 — conf
On the Realization of Compositionality in Neural Networks.
BlackboxNLP@ACL
Joris Baan, Jana Leible, Mitja Nikolaus, David Rau, Dennis Ulmer, Tim Baumgärtner, Dieuwke Hupkes, Elia Bruni
2019 J jnl
On the Realization of Compositionality in Neural Networks.
CoRR
Joris Baan, Jana Leible, Mitja Nikolaus, David Rau, Dennis Ulmer, Tim Baumgärtner, Dieuwke Hupkes, Elia Bruni