DWS Area: Natural Language Processing, Research

We are happy to announce that our work Balancing Diversity and Risk in LLM Sampling: How to Select Your Method and Parameter for Open-Ended Text Generation (Yuxuan Zhou, Margret Keuper, Mario Fritz), has been accepted to the ACL main conference. This is joint work with Yuxuan Zhou (Uni-Mannheim and ...

We are happy to announce that Patrick Knab's (INES) and Katharina Prasse's collaboration has turned into an ICLM 2025 paper: Katharina Prasse, Patrick Knab, Sascha Marton, Christian Bartelt, Margret Keuper, 2025. DCBM: Data-Efficient Visual Concept Bottleneck Models. International Conference on ...

Ralph Peeters has successfully defended his PhD thesis titled “Entity Matching using Deep Neural Networks: From Discriminative Pre-trained Language Models to Generative Large Language Models” today.

We have two DWS research projects being presented at WACV in Tucson, Arizona. Katharina Prasse, Isaac Bravo, Stefanie Walter, and Margret Keuper. I spy with my little eye a minimum cost multicut investigation of dataset frames. In Proceedings of the Winter Conference on Applications of Computer ...

Four papers of the DWS group got accepted at the 22nd Extended Semantic Web Conference. This year, the acceptance rate was 22.4% for full papers in the research track.

Yumeng successfully defended her PhD thesis “Improving Alignment and Controllability in GANs and Diffusion Models”. The thesis was created with Bosch BCAI and jointly supervised by Margret Keuper, Anna Khoreva, and Dan Zhang. Yumeng's research focussed on image and video generation. GANs were ...

We are happy to announce that the following papers from our group have been accepted to ICLR 2025: Paul Gavrikov, Jovita Lukasik, Steffen Jung, Robert Geirhos, Muhammad Jehanzeb Mirza, Margret Keuper, Janis Keuper: Can we talk models into seeing the world differently? Proceedings of the Nineth ...

The paper “News Without Borders: Domain Adaptation of Multilingual Sentence Embeddings for Cross-lingual News Recommendation” by Andreea Iana, Fabian David Schmidt, Goran Glavaš,  and Heiko Paulheim has been accepted at the 47th European Conference on Information Retrieval. Abstract: Rapidly ...

We are happy to announce that the Paper “AgentSimulator: An Agent-based Approach for Data-driven Business Process Simulation” by Lukas Kirchdorfer, Robert Blümel, Timotheus Kampik, Han van der Aa and Heiner Stuckenschmidt was awarded as best research paper at the International Conference on Process ...

We are happy to announce that the papers “TGB 2.0: A Benchmark for Learning on Temporal Knowledge Graphs and Heterogeneous Graphs” by Julia Gastinger and others “A Data-Centric Perspective on Evaluating Machine Learning Models for Tabular Data” by Andrej Zschalzev and others have been accepted ...