| 2024 | EMNLP | Learning from Relevant Subgoals in Successful Dialogs using Iterative Training for Task-oriented Dialog Systems. | Magdalena Kaiser, Patrick Ernst, Gyrgy Szarvas |
| 2023 | AAAI | Taming Continuous Posteriors for Latent Variational Dialogue Policies. | Marin Vlastelica, Patrick Ernst, Gyuri Szarvas |
| 2022 | EMNLP | Deploying a Retrieval based Response Model for Task Oriented Dialogues. | Lahari Poddar, Gyrgy Szarvas, Cheng Wang, Jorge Balazs, Pavel Danchenko, Patrick Ernst |
| 2022 | EMNLP | Calibrating Imbalanced Classifiers with Focal Loss: An Empirical Study. | Cheng Wang, Jorge Balazs, Gyrgy Szarvas, Patrick Ernst, Lahari Poddar, Pavel Danchenko |
| 2020 | CIKM | Learning to Rank in the Position Based Model with Bandit Feedback. | Beyza Ermis, Patrick Ernst, Yannik Stein, Giovanni Zappella |
| 2020 | CIKM | Personalizing Natural Language Understanding using Multi-armed Bandits and Implicit Feedback. | Fabian Moerchen, Patrick Ernst, Giovanni Zappella |
| 2018 | WWW | HighLife: Higher-arity Fact Harvesting. | Patrick Ernst, Amy Siu, Gerhard Weikum |
| 2017 | SIGIR | BioNex: A System For Biomedical News Event Exploration. | Patrick Ernst, Arunav Mishra, Avishek Anand, Vinay Setty |
| 2016 | ACL | DeepLife: An Entity-aware Search, Analytics and Exploration Platform for Health and Life Sciences. | Patrick Ernst, Amy Siu, Dragan Milchevski, Johannes Hoffart, Gerhard Weikum |
| 2016 | CIKM | ESPRESSO: Explaining Relationships between Entity Sets. | Stephan Seufert, Klaus Berberich, Srikanta J. Bedathur, Sarath Kumar Kondreddi, Patrick Ernst, Gerhard Weikum |
| 2016 | WWW | Instant Espresso: Interactive Analysis of Relationships in Knowledge Graphs. | Stephan Seufert, Patrick Ernst, Srikanta J. Bedathur, Sarath Kumar Kondreddi, Klaus Berberich, Gerhard Weikum |
| 2014 | ICDE | KnowLife: A knowledge graph for health and life sciences. | Patrick Ernst, Cynthia Meng, Amy Siu, Gerhard Weikum |
| 2013 | CICLING | Knowledge Discovery on Incompatibility of Medical Concepts. | Adam Grycner, Patrick Ernst, Amy Siu, Gerhard Weikum |
| 2010 | IC3K | Automatic Spatial Plausibility Checks for Medical Object Recognition Results using a Spatio-anatomical Ontology. | Manuel Mller, Patrick Ernst, Andreas Dengel, Daniel Sonntag |
| 2010 | IC3K | Representing the International Classification of Diseases Version 10 in OWL. | Manuel Mller, Michael Sintek, Ralf Biedert, Patrick Ernst, Andreas Dengel, Daniel Sonntag |
| 2010 | IC3K | A Spatio-anatomical Medical Ontology and Automatic Plausibility Checks. | Manuel Mller, Daniel Sonntag, Patrick Ernst |
| 2010 | IC3K | Modeling the International Classification of Diseases (ICD-10) in OWL. | Manuel Mller, Daniel Sonntag, Patrick Ernst |
| 2010 | KES | Combining Patient Metadata Extraction and Automatic Image Parsing for the Generation of an Anatomic Atlas. | Manuel Mller, Patrick Ernst, Michael Sintek, Sascha Seifert, Gunnar Aastrand Grimnes, Alexander Cavallaro, Andreas Dengel |