EDBT 2026 Demo / reviewers in the wild / expert
Svetlana Schmidt
dblp:336/1850
· DBLP profile ↗
4ranked-venue papers in the field
1as first author
4since 2021 · last 2025
—ORCID · none
Domains — venue-derived; a paper can count in several
Information Retrieval & Web Search · 2Big Data, Cloud & Distributed Data Systems · 2 (1 first)
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2025 | Towards Automated Recipe Reconstruction: Optimization of Dietary Data Collection using Information Retrieval, Large Language Models and Mathematical Optimizationabstract6823 Svetlana Schmidt, Linda Klasen, Ute Nöthlings, Rafet Sifa |
IEEE Big Data | 1 |
| 2025 | Improving Language Model Performance by Training on Prototypical Contradictions
Maren Pielka, Marie-Christin Freischlad, Svetlana Schmidt, Rafet Sifa |
ECIR (3) | 3 |
| 2023 | Generating Prototypes for Contradiction Detection Using Large Language Models and Linguistic RulesabstractWe introduce a novel data generation method for contradiction detection, which leverages the generative power of large language models as well as linguistic rules. Our vision is to provide a condensed corpus of prototypical contradictions, allowing for in-depth linguistic analysis as well as efficient language model fine-tuning. To this end, we instruct the generative models to create contradicting statements with respect to descriptions of specific contradiction types. In addition, the model is also instructed to come up with completely new contradiction typologies. As an auxiliary approach, we use linguistic rules to construct simple contradictions such as those arising from negation, antonymy and numeric mismatch. We find that our methods yield promising results in terms of coherence and variety of the data. Further studies, as well as manual refinement are necessary to make use of this data in a machine learning setup. Maren Pielka, Svetlana Schmidt, Rafet Sifa |
IEEE Big Data | 2 |
| 2023 | Towards Linguistically Informed Multi-objective Transformer Pre-training for Natural Language Inference
Maren Pielka, Svetlana Schmidt, Lisa Pucknat, Rafet Sifa |
ECIR (2) | 2 |