Sven Giesselbach

20 papers C 1Misc 1Journal 9Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Addressing a New Paradigm Shift in Data Science: An Empirical Study on Novel Project Characteristics for Foundation Model Projects.
IEEE Softw.
Sven Giesselbach, Dennis Wegener, Lennard Helmer, Claudio Martens, Stefan Rüping
2025 J jnl
From BERT to generative AI - Comparing encoder-only vs. large language models in a cohort of lung cancer patients for named entity recognition in unstructured medical reports.
Comput. Biol. Medicine
Kamyar Arzideh, Henning Schäfer, Héctor Allende-Cid, Giulia Baldini, Thomas Hilser, Ahmad Idrissi-Yaghir, Katharina Laue, Nilesh Chakraborty, Niclas Doll, Dario Antweiler, Katrin Klug, Niklas Beck, Sven Giesselbach, Christoph M. Friedrich, Felix Nensa, Martin Schuler, René Hosch
2025 — ed.
Machine Learning, Optimization, and Data Science - 10th International Conference, LOD 2024, Castiglione della Pescaia, Italy, September 22-25, 2024, Revised Selected Papers, Part I
LOD (1)
Giuseppe Nicosia, Varun Ojha, Sven Giesselbach, Panos M. Pardalos, Renato Umeton
2025 — ed.
Machine Learning, Optimization, and Data Science - 10th International Conference, LOD 2024, Castiglione della Pescaia, Italy, September 22-25, 2024, Revised Selected Papers, Part II
LOD (2)
Giuseppe Nicosia, Varun Ojha, Sven Giesselbach, Panos M. Pardalos, Renato Umeton
2025 — ed.
Machine Learning, Optimization, and Data Science - 10th International Conference, LOD 2024, Castiglione della Pescaia, Italy, September 22-25, 2024, Revised Selected Papers, Part III
LOD (3)
Giuseppe Nicosia, Varun Ojha, Sven Giesselbach, Panos M. Pardalos, Renato Umeton
2024 — —
Data Science with Foundation Models: An Evidence-Based, Comprehensive Project Methodology
Sven Giesselbach
2024 J jnl
From admission to discharge: a systematic review of clinical natural language processing along the patient journey.
BMC Medical Informatics Decis. Mak.
Katrin Klug, Katharina Beckh, Dario Antweiler, Nilesh Chakraborty, Giulia Baldini, Katharina Laue, René Hosch, Felix Nensa, Martin Schuler, Sven Giesselbach
2024 — conf
SKIE-SRL: Structured Key Information Extraction from Business Documents Using Statistical Relational Learning.
LOD (2)
Birgit Kirsch, Xiang Yu, Nilesh Chakraborty, Niclas Doll, Sven Giesselbach, Stefan Rüping
2023 — book
Foundation Models for Natural Language Processing - Pre-trained Language Models Integrating Media
Gerhard Paaß, Sven Giesselbach
2023 J jnl
Foundation Models for Natural Language Processing - Pre-trained Language Models Integrating Media.
CoRR
Gerhard Paaß, Sven Giesselbach
2023 J jnl
Informed Machine Learning - A Taxonomy and Survey of Integrating Prior Knowledge into Learning Systems.
IEEE Trans. Knowl. Data Eng.
Laura von Rüden, Sebastian Mayer, Katharina Beckh, Bogdan Georgiev, Sven Giesselbach, Raoul Heese, Birgit Kirsch, Julius Pfrommer, Annika Pick, Rajkumar Ramamurthy, Michal Walczak, Jochen Garcke, Christian Bauckhage, Jannis Schuecker
2022 Misc conf
Assessing the Performance Gain on Retail Article Categorization at the Expense of Explainability and Resource Efficiency.
KI
Eduardo Brito, Vishwani Gupta, Eric Hahn, Sven Giesselbach
2021 C conf
Introducing the NLU Showroom: A NLU Demonstrator for the German Language.
LDK
Dennis Wegener, Sven Giesselbach, Niclas Doll, Heike Horstmann
2021 — conf
Supporting verification of news articles with automated search for semantically similar articles.
ROMCIR@ECIR
Vishwani Gupta, Katharina Beckh, Sven Giesselbach, Dennis Wegener, Tim Wirtz
2021 J jnl
Supporting verification of news articles with automated search for semantically similar articles.
CoRR
Vishwani Gupta, Katharina Beckh, Sven Giesselbach, Dennis Wegener, Tim Wirtz
2020 — conf
Using Probabilistic Soft Logic to Improve Information Extraction in the Legal Domain.
LWDA
Birgit Kirsch, Sven Giesselbach, Timothée Schmude, Malte Völkening, Frauke Rostalski, Stefan Rüping
2019 — conf
Improving Word Embeddings Using Kernel PCA.
RepL4NLP@ACL
Vishwani Gupta, Sven Giesselbach, Stefan Rüping, Christian Bauckhage
2019 J jnl
Systematic Comparison of the Influence of Different Data Preprocessing Methods on the Classification of Gait Using Machine Learning.
CoRR
Johannes Burdack, Fabian Horst, Sven Giesselbach, Ibrahim Hassan, Sabrina Daffner, Wolfgang Immanuel Schöllhorn
2018 J jnl
Corresponding Projections for Orphan Screening.
CoRR
Sven Giesselbach, Katrin Ullrich, Michael Kamp, Daniel Paurat, Thomas Gärtner
2018 J jnl
Making Efficient Use of a Domain Expert's Time in Relation Extraction.
CoRR
Linara Adilova, Sven Giesselbach, Stefan Rüping