| 2026 | LREC | Do Language Models Encode Semantic Relations? Probing and Sparse Feature Analysis. | Andor Diera, Ansgar Scherp |
| 2025 | ECAI | Gumbel-MPNN: Graph Rewiring with Gumbel-Softmax. | Marcel Hoffmann, Lukas Galke, Ansgar Scherp |
| 2025 | EMNLP | HYDRA: A Multi-Head Encoder-only Architecture for Hierarchical Text Classification. | Fabian Karl, Ansgar Scherp |
| 2025 | ESANN | Isotropy Matters: Soft-ZCA Whitening of Embeddings for Semantic Code Search. | Andor Diera, Lukas Galke, Ansgar Scherp |
| 2025 | ICML | iN2V: Bringing Transductive Node Embeddings to Inductive Graphs. | Nicolas Lell, Ansgar Scherp |
| 2025 | IJCNN | Active Few-Shot Learning for Vertex Classification Starting from an Unlabeled Dataset. | Felix Burr, Marcel Hoffmann, Ansgar Scherp |
| 2024 | ECAI | RADAr: A Transformer-Based Autoregressive Decoder Architecture for Hierarchical Text Classification. | Yousef Younes, Lukas Galke, Ansgar Scherp |
| 2024 | IJCNN | HyperAggregation: Aggregating over Graph Edges with Hypernetworks. | Nicolas Lell, Ansgar Scherp |
| 2024 | NLDB | Text Role Classification in Scientific Charts Using Multimodal Transformers. | Hye Jin Kim, Nicolas Lell, Ansgar Scherp |
| 2023 | BTW | Workshop on Data Engineering for Data Science (DE4DS). | Ralf Schenkel, Ansgar Scherp |
| 2023 | IJCNN | Open-World Lifelong Graph Learning. | Marcel Hoffmann, Lukas Galke, Ansgar Scherp |
| 2023 | NLDB | On the Rule-Based Extraction of Statistics Reported in Scientific Papers. | Tobias Kalmbach, Marcel Hoffmann, Nicolas Lell, Ansgar Scherp |
| 2022 | ACL | Bag-of-Words vs. Graph vs. Sequence in Text Classification: Questioning the Necessity of Text-Graphs and the Surprising Strength of a Wide MLP. | Lukas Galke, Ansgar Scherp |
| 2022 | DSAA | Graph Summarization as Vertex Classification Task using Graph Neural Networks vs. Bloom Filter. | Maximilian Blasi, Manuel Freudenreich, Johannes Horvath, David Richerby, Ansgar Scherp |
| 2022 | IJCNN | General Cross-Architecture Distillation of Pretrained Language Models into Matrix Embeddings. | Lukas Galke, Isabelle Cuber, Christoph Meyer, Henrik Ferdinand Nlscher, Angelina Sonderecker, Ansgar Scherp |
| 2021 | DocEng | A novel approach on the joint de-identification of textual and relational data with a modified mondrian algorithm. | Fabian Singhofer, Aygul Garifullina, Mathias Kern, Ansgar Scherp |
| 2021 | IIWAS | STEREO: A Pipeline for Extracting Experiment Statistics, Conditions, and Topics from Scientific Papers. | Steffen Epp, Marcel Hoffmann, Nicolas Lell, Michael Mohr, Ansgar Scherp |
| 2021 | IIWAS | Analysis of GraphSum's Attention Weights to Improve the Explainability of Multi-Document Summarization. | Manuel Lautaro Hickmann, Fabian Wurzberger, Megi Hoxhalli, Arne Lochner, Jessica Tllich, Ansgar Scherp |
| 2021 | IJCNN | Lifelong Learning of Graph Neural Networks for Open-World Node Classification. | Lukas Galke, Benedikt Franke, Tobias Zielke, Ansgar Scherp |
| 2021 | IJCNN | A Comparison of Deep-Learning Methods for Analysing and Predicting Business Processes. | Ishwar Venugopal, Jessica Tllich, Michael Fairbank, Ansgar Scherp |
| 2020 | CIKM | Incremental and Parallel Computation of Structural Graph Summaries for Evolving Graphs. | Till Blume, David Richerby, Ansgar Scherp |
| 2020 | DEXA | Indexing Data on the Web: A Comparison of Schema-Level Indices for Data Search. | Till Blume, Ansgar Scherp |
| 2019 | DocEng | Text Localization in Scientific Figures using Fully Convolutional Neural Networks on Limited Training Data. | Morten Jessen, Falk Bschen, Ansgar Scherp |
| 2019 | GI | What If We Encoded Words as Matrices and Used Matrix Multiplication as Composition Function? | Lukas Galke, Florian Mai, Ansgar Scherp |
| 2019 | ICLR | CBOW Is Not All You Need: Combining CBOW with the Compositional Matrix Space Model. | Florian Mai, Lukas Galke, Ansgar Scherp |
| 2019 | ICWE | Analyzing the Evolution of Linked Vocabularies. | Mohammad Abdel-Qader, Iacopo Vagliano, Ansgar Scherp |
| 2019 | MMM | Training Researchers with the MOVING Platform. | Iacopo Vagliano, Angela Fessl, Franziska Gnther, Thomas Khler, Vasileios Mezaris, Ahmed Saleh, Ansgar Scherp, Ilija Simic |
| 2018 | ICDM | Attend2trend: Attention Model for Real-Time Detecting and Forecasting of Trending Topics. | Ahmed Saleh, Ansgar Scherp |
| 2018 | RecSys | Using Adversarial Autoencoders for Multi-Modal Automatic Playlist Continuation. | Iacopo Vagliano, Lukas Galke, Florian Mai, Ansgar Scherp |
| 2017 | CHIIR | Evaluation of the Comprehensiveness of Bar Charts with and without Stacking Functionality using Eye-Tracking. | Falk Bschen, Benjamin Strobel, Steffen Goos, Christoph Liebers, Bastian Rathje, Ansgar Scherp |
| 2017 | GI | Word Embeddings for Practical Information Retrieval. | Lukas Galke, Ahmed Saleh, Ansgar Scherp |
| 2017 | GI | Reranking-based Recommender System with Deep Learning. | Ahmed Saleh, Florian Mai, Chifumi Nishioka, Ansgar Scherp |
| 2017 | MMM | A Comparison of Approaches for Automated Text Extraction from Scholarly Figures. | Falk Bschen, Ansgar Scherp |
| 2015 | DocEng | Multi-oriented Text Extraction from Information Graphics. | Falk Bschen, Ansgar Scherp |
| 2015 | GI | Doktorandenprogramm der INFORMATIK 2015. | Ansgar Scherp, Steffen Becker, Heinrich Theodor Vierhaus |
| 2015 | MUM | On-the-fly entity resolution from distributed social media sources for mobile search and exploration. | Bernd Opitz, Timo Sztyler, Michael Jess, Florian Knip, Christian Bikar, Bernd Pfister, Ansgar Scherp |
| 2014 | CHI | Smart photo selection: interpret gaze as personal interest. | Tina Caroline Walber, Ansgar Scherp, Steffen Staab |
| 2014 | ICIS | Designing a Process Guidance System to Support User's Business Process Compliance. | Stefan Morana, Silvia Schacht, Ansgar Scherp, Alexander Maedche |
| 2014 | IUI | Tagging-by-search: automatic image region labeling using gaze information obtained from image search. | Tina Walber, Chantal Neuhaus, Ansgar Scherp |
| 2014 | MMM | Exploitation of Gaze Data for Photo Region Labeling in an Immersive Environment. | Tina Walber, Ansgar Scherp, Steffen Staab |
| 2014 | MMM | A Novel Approach for Semantics-Enabled Search of Multimedia Documents on the Web. | Lydia Weiland, Ansgar Scherp |
| 2014 | MUM | A field study on the usability of a nearby search app for finding and exploring places and events. | Florian Knip, Christian Bikar, Bernd Pfister, Bernd Opitz, Timo Sztyler, Michael Jess, Ansgar Scherp |
| 2014 | WWW | Will Linked Data Benefit from Inverse Link Traversal? | Stefan Scheglmann, Ansgar Scherp |
| 2013 | EDBT | LOVER: support for modeling data using linked open vocabularies. | Johann Schaible, Thomas Gottron, Stefan Scheglmann, Ansgar Scherp |
| 2013 | HCI | Can a Clipboard Improve User Interaction and User Experience in Web-Based Image Search? | Leon Kastler, Ansgar Scherp |
| 2013 | ICCSA | Using Semiotic Profiles to Design Graphical User Interfaces for Social Media Data Spaces on Mobile Phone Screens. | Andre Valdestilhas, Ansgar Scherp, Paulo Marcotti |
| 2013 | MMM | Can You See It? Two Novel Eye-Tracking-Based Measures for Assigning Tags to Image Regions. | Tina Walber, Ansgar Scherp, Steffen Staab |
| 2013 | MUM | A comparative user study of faceted search in large data hierarchies on mobile devices. | Mark Schneider, Ansgar Scherp, Jochen Hunz |
| 2012 | MMM | Identifying Objects in Images from Analyzing the Users' Gaze Movements for Provided Tags. | Tina Walber, Ansgar Scherp, Steffen Staab |
| 2010 | WWW | Unlocking the semantics of multimedia presentations in the web with the multimedia metadata ontology. | Carsten Saathoff, Ansgar Scherp |
| 2007 | MMM | MetaXa - Context- and Content-Driven Metadata Enhancement for Personal Photo Books. | Susanne Boll, Philipp Sandhaus, Ansgar Scherp, Sabine Thieme |
| 2005 | MMM | Paving the Last Mile for Multi-Channel Multimedia Presentation Generation. | Ansgar Scherp, Susanne Boll |
| 2004 | GI | Personalized Mobile Multimedia meets Location-Based Services. | Susanne Boll, Jens Krsche, Ansgar Scherp |
| 2001 | BTW | The Rational Unified Process. | Ansgar Scherp |