| 2026 | IDA | Toward Improved Time-Series Explanations for Federated Learning in Healthcare. | Christoph Dsing, Philipp Cimiano |
| 2025 | ACL | Beyond Demographics: Fine-tuning Large Language Models to Predict Individuals' Subjective Text Perceptions. | Matthias Orlikowski, Jiaxin Pei, Paul Rttger, Philipp Cimiano, David Jurgens, Dirk Hovy |
| 2025 | AIME | SHAP-FL: Improving Explainability for Multicentric Sepsis Onset Prediction Through Background Dataset Synthesis. | Christoph Dsing, Philipp Cimiano |
| 2025 | CogSci | A Factorized Probabilistic Model of the Semantics of Vague Temporal Adverbials Relative to Different Events. | Svenja Kenneweg, Joerg Deigmoeller, Julian Eggert, Philipp Cimiano |
| 2025 | EMNLP | Argument Summarization and its Evaluation in the Era of Large Language Models. | Moritz Altemeyer, Steffen Eger, Johannes Daxenberger, Yanran Chen, Tim Altendorf, Philipp Cimiano, Benjamin Schiller |
| 2025 | FOIS | A BFO-Based Ontological Analysis of Entities in Social XAI. | Meisam Booshehri, Hendrik Buschmeier, Philipp Cimiano |
| 2025 | GI | Compliant Text Normalization for Small and Medium-sized Enterprises. | Regina Stodden, Philipp Cimiano |
| 2025 | HAI | Towards Co-Constructed Explanations: A Multi-Agent Reasoning-Based Conversational System for Adaptive Explanations. | Dimitry Mindlin, Meisam Booshehri, Philipp Cimiano |
| 2025 | IC3K | Question Answering over Linked Data with Vague Temporal Adverbials. | David Maria Schmidt, Svenja Kenneweg, Julian Eggert, Jrg Deigmller, Philipp Cimiano |
| 2025 | NAACL | From Argumentation to Deliberation: Perspectivized Stance Vectors for Fine-grained (Dis)agreement Analysis. | Moritz Plenz, Philipp Heinisch, Janosch Gehring, Philipp Cimiano, Anette Frank |
| 2024 | COLING | Modeling the Quality of Dialogical Explanations. | Milad Alshomary, Felix Lange, Meisam Booshehri, Meghdut Sengupta, Philipp Cimiano, Henning Wachsmuth |
| 2024 | COLING | Pointing Out the Shortcomings of Relation Extraction Models with Semantically Motivated Adversarials. | Gennaro Nolano, Moritz Blum, Basil Ell, Philipp Cimiano |
| 2024 | DSAA | Leveraging Local Data Sampling Strategies to Improve Federated Learning (Extended Abstract). | Christoph Dsing, Philipp Cimiano, Benjamin Paaen |
| 2024 | ECAI | Measuring User Understanding in Dialogue-Based xAI Systems. | Dimitry Mindlin, Amelie Sophie Robrecht, Michael Morasch, Philipp Cimiano |
| 2024 | EKAW | Lexicalization Is All You Need: Examining the Impact of Lexical Knowledge in a Compositional QALD System. | David Maria Schmidt, Mohammad Fazleh Elahi, Philipp Cimiano |
| 2024 | EKAW | Lexicalization Is All You Need: Examining the Impact of Lexical Knowledge in a Compositional QALD System. | David M. Schmidt, Mohammad Fazleh Elahi, Philipp Cimiano |
| 2024 | IC3K | Benchmarking the Ability of Large Language Models to Reason About Event Sets. | Svenja Kenneweg, Jrg Deigmller, Philipp Cimiano, Julian Eggert |
| 2024 | ICMI | A Model of Factors Contributing to the Success of Dialogical Explanations. | Meisam Booshehri, Hendrik Buschmeier, Philipp Cimiano |
| 2024 | IDA | Monitoring Concept Drift in Continuous Federated Learning Platforms. | Christoph Dsing, Philipp Cimiano |
| 2024 | NAACL | "Tell me who you are and I tell you how you argue": Predicting Stances and Arguments for Stakeholder Groups. | Philipp Heinisch, Lorik Dumani, Philipp Cimiano, Ralf Schenkel |
| 2023 | ACL | The Ecological Fallacy in Annotation: Modeling Human Label Variation goes beyond Sociodemographics. | Matthias Orlikowski, Paul Rttger, Philipp Cimiano, Dirk Hovy |
| 2023 | ACL | Similarity-weighted Construction of Contextualized Commonsense Knowledge Graphs for Knowledge-intense Argumentation Tasks. | Moritz Plenz, Juri Opitz, Philipp Heinisch, Philipp Cimiano, Anette Frank |
| 2023 | AIME | Federated Learning to Improve Counterfactual Explanations for Sepsis Treatment Prediction. | Christoph Dsing, Philipp Cimiano |
| 2023 | EMNLP | Architectural Sweet Spots for Modeling Human Label Variation by the Example of Argument Quality: It's Best to Relate Perspectives! | Philipp Heinisch, Matthias Orlikowski, Julia Romberg, Philipp Cimiano |
| 2023 | ISMAR | Who Did What When? Discovering Complex Historical Interrelations in Immersive Virtual Reality. | Melanie Derksen, Julia Becker, Mohammad Fazleh Elahi, Angelika Maier, Marius Maile, Ingo Oliver Ptzold, Jonas Penningroth, Bettina Reglin, Markus Rothgnger, Philipp Cimiano, Erich Schubert, Silke Schwandt, Torsten W. Kuhlen, Mario Botsch, Tim Weissker |
| 2023 | LDK | LexExMachinaQA: A framework for the automatic induction ofontology lexica for Question Answering over Linked Data. | Mohammad Fazleh Elahi, Basil Ell, Philipp Cimiano |
| 2022 | ICMLA | On the Trade-off Between Benefit and Contribution for Clients in Federated Learning in Healthcare. | Christoph Dsing, Philipp Cimiano |
| 2021 | LDK | Bridging the Gap Between Ontology and Lexicon via Class-Specific Association Rules Mined from a Loosely-Parallel Text-Data Corpus. | Basil Ell, Mohammad Fazleh Elahi, Philipp Cimiano |
| 2020 | ECAI | Incorporating Semantic Dependencies Extracted from Knowledge Graphs into Joint Inference Template-Based Information Extraction. | Hendrik ter Horst, Philipp Cimiano |
| 2020 | iLRN | Mixed or Virtual: Does Device Type Matter in Human-ECA Interactions. | Pejman Sajjadi, Mahda M. Bagher, Jan Oliver Wallgrn, Stefan Kopp, Philipp Cimiano, Alexander Klippel |
| 2020 | LREC | Recent Developments for the Linguistic Linked Open Data Infrastructure. | Thierry Declerck, John Philip McCrae, Matthias Hartung, Jorge Gracia, Christian Chiarcos, Elena Montiel-Ponsoda, Philipp Cimiano, Artem Revenko, Roser Saur, Deirdre Lee, Stefania Racioppa, Jamal Abdul Nasir, Matthias Orlikowski, Marta Lanau-Coronas, Christian Fth, Mariano Rico, Mohammad Fazleh Elahi, Maria Khvalchik, Meritxell Gonzlez, Katharine Cooney |
| 2019 | NAACL | Zero-Shot Cross-Lingual Opinion Target Extraction. | Soufian Jebbara, Philipp Cimiano |
| 2018 | ACL | SANTO: A Web-based Annotation Tool for Ontology-driven Slot Filling. | Matthias Hartung, Hendrik ter Horst, Frank Grimm, Tim Diekmann, Roman Klinger, Philipp Cimiano |
| 2018 | EKAW | A Guided Template-Based Question Answering System over Knowledge Graphs. | Lukas Biermann, Sebastian Walter, Philipp Cimiano |
| 2018 | NLDB | Assessing the Impact of Single and Pairwise Slot Constraints in a Factor Graph Model for Template-Based Information Extraction. | Hendrik ter Horst, Matthias Hartung, Roman Klinger, Nicole Brazda, Hans Werner Mller, Philipp Cimiano |
| 2017 | EACL | Learning Compositionality Functions on Word Embeddings for Modelling Attribute Meaning in Adjective-Noun Phrases. | Matthias Hartung, Fabian Kaupmann, Soufian Jebbara, Philipp Cimiano |
| 2017 | EMNLP | Improving Opinion-Target Extraction with Character-Level Word Embeddings. | Soufian Jebbara, Philipp Cimiano |
| 2017 | KI | A Logic Programming Approach to Collaborative Autonomous Robotics. | Binal Javia, Philipp Cimiano |
| 2017 | LDK | Joint Entity Recognition and Linking in Technical Domains Using Undirected Probabilistic Graphical Models. | Hendrik ter Horst, Matthias Hartung, Philipp Cimiano |
| 2016 | ECAI | Aspect-Based Relational Sentiment Analysis Using a Stacked Neural Network Architecture. | Soufian Jebbara, Philipp Cimiano |
| 2016 | EKAW | Populating a Knowledge Base with Object-Location Relations Using Distributional Semantics. | Valerio Basile, Soufian Jebbara, Elena Cabrio, Philipp Cimiano |
| 2016 | EKAW | Combining Textual and Graph-Based Features for Named Entity Disambiguation Using Undirected Probabilistic Graphical Models. | Sherzod Hakimov, Hendrik ter Horst, Soufian Jebbara, Matthias Hartung, Philipp Cimiano |
| 2016 | LREC | How to Address Smart Homes with a Social Robot? A Multi-modal Corpus of User Interactions with an Intelligent Environment. | Patrick Holthaus, Christian Leichsenring, Jasmin Bernotat, Viktor Richter, Marian Pohling, Birte Carlmeyer, Norman Kster, Sebastian Meyer zu Borgsen, Ren Zorn, Birte Schiffhauer, Kai Frederic Engelmann, Florian Lier, Simon Schulz, Philipp Cimiano, Friederike Eyssel, Thomas Hermann, Franz Kummert, David Schlangen, Sven Wachsmuth, Petra Wagner, Britta Wrede, Sebastian Wrede |
| 2016 | LREC | Crowdsourcing Ontology Lexicons. | Bettina Lanser, Christina Unger, Philipp Cimiano |
| 2016 | LREC | The Open Linguistics Working Group: Developing the Linguistic Linked Open Data Cloud. | John P. McCrae, Christian Chiarcos, Francis Bond, Philipp Cimiano, Thierry Declerck, Gerard de Melo, Jorge Gracia, Sebastian Hellmann, Bettina Klimek, Steven Moran, Petya Osenova, Antonio Pareja-Lora, Jonathan Pool |
| 2016 | RoboCup | A knowledge-based architecture supporting declarative action representation for manipulation of everyday objects. | Binal Javia, Philipp Cimiano |
| 2015 | CoNLL | Instance Selection Improves Cross-Lingual Model Training for Fine-Grained Sentiment Analysis. | Roman Klinger, Philipp Cimiano |
| 2015 | NAACL | Semantic parsing of speech using grammars learned with weak supervision. | Judith Gaspers, Philipp Cimiano, Britta Wrede |
| 2015 | NLDB | Applying Semantic Parsing to Question Answering Over Linked Data: Addressing the Lexical Gap. | Sherzod Hakimov, Christina Unger, Sebastian Walter, Philipp Cimiano |
| 2015 | RO-MAN | Learning linguistic constructions grounded in qualitative action models. | Maximilian Panzner, Judith Gaspers, Philipp Cimiano |
| 2014 | CogSci | Towards the emergence of verb-general constructions and early representations for verb entries: Insights from a computational model. | Judith Gaspers, Anouschka Foltz, Philipp Cimiano |
| 2014 | ICASSP | Learning a semantic parser from spoken utterances. | Judith Gaspers, Philipp Cimiano |
| 2014 | Interspeech | Fusion of knowledge-based and data-driven approaches to grammar induction. | Spiros Georgiladakis, Christina Unger, Elias Iosif, Sebastian Walter, Philipp Cimiano, Euripides G. M. Petrakis, Alexandros Potamianos |
| 2014 | LREC | Representing Multilingual Data as Linked Data: the Case of BabelNet 2.0. | Maud Ehrmann, Francesco Cecconi, Daniele Vannella, John Philip McCrae, Philipp Cimiano, Roberto Navigli |
| 2014 | LREC | The USAGE review corpus for fine grained multi lingual opinion analysis. | Roman Klinger, Philipp Cimiano |
| 2014 | MMSys | ReSEED: social event dEtection dataset. | Timo Reuter, Symeon Papadopoulos, Vasileios Mezaris, Philipp Cimiano |
| 2014 | NLDB | Speeding Up Multilingual Grammar Development by Exploiting Linked Data to Generate Pre-terminal Rules. | Sebastian Walter, Christina Unger, Philipp Cimiano |
| 2013 | ACL | Bi-directional Inter-dependencies of Subjective Expressions and Targets and their Value for a Joint Model. | Roman Klinger, Philipp Cimiano |
| 2013 | EMNLP | Orthonormal Explicit Topic Analysis for Cross-Lingual Document Matching. | John Philip McCrae, Philipp Cimiano, Roman Klinger |
| 2013 | ESANN | DYNG: Dynamic Online Growing Neural Gas for stream data classification. | Oliver Beyer, Philipp Cimiano |
| 2013 | ICDM | Joint and Pipeline Probabilistic Models for Fine-Grained Sentiment Analysis: Extracting Aspects, Subjective Phrases and their Relations. | Roman Klinger, Philipp Cimiano |
| 2013 | NLDB | A Corpus-Based Approach for the Induction of Ontology Lexica. | Sebastian Walter, Christina Unger, Philipp Cimiano |
| 2012 | AAAI | Towards Action Representation within the Framework of Conceptual Spaces: Preliminary Results. | Oliver Beyer, Sascha S. Griffiths, Philipp Cimiano |
| 2012 | LREC | Collaborative semantic editing of linked data lexica. | John P. McCrae, Elena Montiel-Ponsoda, Philipp Cimiano |
| 2012 | NAACL | Up from Limited Dialog Systems! | Giuseppe Riccardi, Philipp Cimiano, Alexandros Potamianos, Christina Unger |
| 2012 | WWW | Template-based question answering over RDF data. | Christina Unger, Lorenz Bhmann, Jens Lehmann, Axel-Cyrille Ngonga Ngomo, Daniel Gerber, Philipp Cimiano |
| 2011 | DC | Integrating Ontology-based Metadata Enrichment into a CMS-based Research Infrastructure. | Dennis DeSpohr, Philipp Cimiano, Cord Wiljes |
| 2011 | EMNLP | Representing and resolving ambiguities in ontology-based question answering. | Christina Unger, Philipp Cimiano |
| 2011 | IC3K | Learning Similarity Functions for Event Identification using Support Vector Machines. | Timo Reuter, Philipp Cimiano |
| 2011 | IC3K | Finding the Right Expert - Discriminative Models for Expert Retrieval. | Philipp Sorg, Philipp Cimiano |
| 2011 | ICWSM | Scalable Event-Based Clustering of Social Media Via Record Linkage Techniques. | Timo Reuter, Philipp Cimiano, Lucas Drumond, Krisztin Bza, Lars Schmidt-Thieme |
| 2011 | IDEAL | Online Labelling Strategies for Growing Neural Gas. | Oliver Beyer, Philipp Cimiano |
| 2011 | IUI | A rule engine for relevance assessment in a contextualized information delivery system. | Beibei Hu, Jan Hidders, Philipp Cimiano |
| 2011 | NLDB | Pythia: Compositional Meaning Construction for Ontology-Based Question Answering on the Semantic Web. | Christina Unger, Philipp Cimiano |
| 2010 | WWW | CLOVA: An Architecture for Cross-Language Semantic Data Querying. | John P. McCrae, Jess R. Campaa, Philipp Cimiano |
| 2009 | ICDE | Top-k Exploration of Query Candidates for Efficient Keyword Search on Graph-Shaped (RDF) Data. | Thanh Tran, Haofen Wang, Sebastian Rudolph, Philipp Cimiano |
| 2009 | IJCAI | Explicit Versus Latent Concept Models for Cross-Language Information Retrieval. | Philipp Cimiano, Antje Schultz, Sergej Sizov, Philipp Sorg, Steffen Staab |
| 2009 | NLDB | Natural Language Interfaces: What Is the Problem? - A Data-Driven Quantitative Analysis. | Philipp Cimiano, Michael Minock |
| 2009 | NLDB | An Experimental Comparison of Explicit Semantic Analysis Implementations for Cross-Language Retrieval. | Philipp Sorg, Philipp Cimiano |
| 2008 | NLDB | Intensional Question Answering Using ILP: What Does an Answer Mean?. | Philipp Cimiano, Helena Hartfiel, Sebastian Rudolph |
| 2007 | AAAI | Harvesting Relations from the Web - Quantifiying the Impact of Filtering Functions. | Sebastian Blohm, Philipp Cimiano, Egon Stemle |
| 2007 | ACL | Automatic Acquisition of Ranked Qualia Structures from the Web. | Philipp Cimiano, Johanna Wenderoth |
| 2007 | IUI | Porting natural language interfaces between domains: an experimental user study with the ORAKEL system. | Philipp Cimiano, Peter Haase, Jrg Heizmann |
| 2006 | EACL | Generating and Visualizing a Soccer Knowledge Base. | Paul Buitelaar, Thomas Eigner, Greg Gul-rajani, Alexander Schutz, Melanie Siegel, Nicolas Weber, Philipp Cimiano, Gnter Ladwig, Matthias Mantel, Honggang Zhu |
| 2006 | FOIS | Towards Foundational Semantics - Ontological Semantics Revisited. | Philipp Cimiano, Uwe Reyle |
| 2006 | ICCS | Query-Based Multicontexts for Knowledge Base Browsing: An Evaluation. | Julien Tane, Philipp Cimiano, Pascal Hitzler |
| 2006 | LREC | Ontology-based Information Extraction with SOBA. | Paul Buitelaar, Philipp Cimiano, Stefania Racioppa, Melanie Siegel |
| 2006 | LREC | Finding the Appropriate Generalization Level for Binary Ontological Relations Extracted from the Genia Corpus. | Philipp Cimiano, Matthias Hartung, Esther Ratsch |
| 2006 | WWW | Question answering on top of the BT digital library. | Philipp Cimiano, Peter Haase, York Sure, Johanna Vlker, Yimin Wang |
| 2005 | NLDB | Text2Onto. | Philipp Cimiano, Johanna Vlker |
| 2005 | WWW | Gimme' the context: context-driven automatic semantic annotation with C-PANKOW. | Philipp Cimiano, Gnter Ladwig, Steffen Staab |
| 2004 | ECAI | Comparing Conceptual, Divise and Agglomerative Clustering for Learning Taxonomies from Text. | Philipp Cimiano, Andreas Hotho, Steffen Staab |
| 2004 | EKAW | Integrating Information Extraction, Ontology Learning and Semantic Browsing into Organizational Knowledge Processes. | Jos Iria, Fabio Ciravegna, Philipp Cimiano, Alberto Lavelli, Enrico Motta, Luca Gilardoni, Eddie Mnch |
| 2004 | ICFCA | Conceptual Knowledge Processing with Formal Concept Analysis and Ontologies. | Philipp Cimiano, Andreas Hotho, Gerd Stumme, Julien Tane |
| 2004 | LREC | Clustering Concept Hierarchies from Text. | Philipp Cimiano, Andreas Hotho, Steffen Staab |
| 2004 | NLDB | ORAKEL: A Natural Language Interface to an F-Logic Knowledge Base. | Philipp Cimiano |
| 2004 | WWW | Towards the self-annotating web. | Philipp Cimiano, Siegfried Handschuh, Steffen Staab |
| 2003 | ACL | Ontology-based Linguistic Annotation. | Philipp Cimiano, Siegfried Handschuh |
| 2003 | NLDB | Ontology-Driven Discourse Analysis in GenIE. | Philipp Cimiano |