Automatic knowledge graph population with model-complete text comprehension for pre-clinical outcomes in the field of spinal cord injury (2023)
Authors: Hendrik ter Horst, Nicole Brazda, Jessica Schira-Heinen, Julia Krebbers, Hans-Werner Müller, Philipp Cimiano
Published at: Artificial Intelligence in Medicine (Volume: 137)
DOI: 10.1016/j.artmed.2023.102491
ABC-GAN: Spatially Constrained Counterfactual Generation for Image Classification Explanations (2023)
Authors: Dimitry Mindlin, Malte Schilling, Philipp Cimiano
Published at: Communications in Computer and Information Science (Volume: 1901 CCIS)
DOI: 10.1007/978-3-031-44064-9_15
ACCEPT at SemEval-2023 Task 3: An Ensemble-based Approach to Multilingual Framing Detection (2023)
Authors: Philipp Heinisch, Moritz Plenz, Anette Frank, Philipp Cimiano
Published at: 17th International Workshop on Semantic Evaluation, SemEval 2023 - Proceedings of the Workshop
Similarity-weighted Construction of Contextualized Commonsense Knowledge Graphs for Knowledge-intense Argumentation Tasks (2023)
Authors: Moritz Plenz, Juri Opitz, Philipp Heinisch, Philipp Cimiano, Anette Frank
Published at: Proceedings of the Annual Meeting of the Association for Computational Linguistics (Volume: 1)
The Ecological Fallacy in Annotation: Modelling Human Label Variation goes beyond Sociodemographics (2023)
Authors: Matthias Orlikowski, Paul Röttger, Philipp Cimiano, Dirk Hovy
Published at: Proceedings of the Annual Meeting of the Association for Computational Linguistics (Volume: 2)
Federated Learning to Improve Counterfactual Explanations for Sepsis Treatment Prediction (2023)
Authors: Christoph Düsing, Philipp Cimiano
Published at: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Volume: 13897 LNAI)
DOI: 10.1007/978-3-031-34344-5_11
Towards predicting client benefit and contribution in federated learning from data imbalance (2022)
Authors: Christoph Düsing, Philipp Cimiano
Published at: DistributedML 2022 - Proceedings of the 3rd International Workshop on Distributed Machine Learning, Part of CoNEXT 2022
DOI: 10.1145/3565010.3569063
Synthesizing evidence from clinical trials with dynamic interactive argument trees (2022)
Authors: Olivia Sanchez-Graillet, Christian Witte, Frank Grimm, Steffen Grautoff, Basil Ell, Philipp Cimiano
Published at: Journal of Biomedical Semantics (Volume: 13)
DOI: 10.1186/s13326-022-00270-8
An annotated corpus of clinical trial publications supporting schema-based relational information extraction (2022)
Authors: Olivia Sanchez-Graillet, Christian Witte, Frank Grimm, Philipp Cimiano
Published at: Journal of Biomedical Semantics (Volume: 13)
DOI: 10.1186/s13326-022-00271-7
Exploring the impact of literal transformations within Knowledge Graphs for Link Prediction (2022)
Authors: Moritz Blum, Basil Ell, Philipp Cimiano
Published at: ACM International Conference Proceeding Series
DOI: 10.1145/3579051.3579069