Sven Giesselbach

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 11

Top Topics

Machine Learning

Data Preprocessing

Top Venues

Publications

Gerhard Paaß, Sven Giesselbach
Foundation Models for Natural Language Processing - Pre-trained Language Models Integrating Media. CoRR (2023)
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
Informed Machine Learning - A Taxonomy and Survey of Integrating Prior Knowledge into Learning Systems. IEEE Trans. Knowl. Data Eng. 35 (1) (2023)
Eduardo Brito, Vishwani Gupta, Eric Hahn, Sven Giesselbach
Assessing the Performance Gain on Retail Article Categorization at the Expense of Explainability and Resource Efficiency. KI (2022)
Vishwani Gupta, Katharina Beckh, Sven Giesselbach, Dennis Wegener, Tim Wirtz
Supporting verification of news articles with automated search for semantically similar articles. ROMCIR@ECIR (2021)
Vishwani Gupta, Katharina Beckh, Sven Giesselbach, Dennis Wegener, Tim Wirtz
Supporting verification of news articles with automated search for semantically similar articles. CoRR (2021)
Dennis Wegener, Sven Giesselbach, Niclas Doll, Heike Horstmann
Introducing the NLU Showroom: A NLU Demonstrator for the German Language. LDK (2021)
Birgit Kirsch, Sven Giesselbach, Timothée Schmude, Malte Völkening, Frauke Rostalski, Stefan Rüping
Using Probabilistic Soft Logic to Improve Information Extraction in the Legal Domain. LWDA (2020)
Johannes Burdack, Fabian Horst, Sven Giesselbach, Ibrahim Hassan, Sabrina Daffner, Wolfgang I. Schöllhorn
Systematic Comparison of the Influence of Different Data Preprocessing Methods on the Classification of Gait Using Machine Learning. CoRR (2019)
Vishwani Gupta, Sven Giesselbach, Stefan Rüping, Christian Bauckhage
Improving Word Embeddings Using Kernel PCA. RepL4NLP@ACL (2019)
Sven Giesselbach, Katrin Ullrich, Michael Kamp, Daniel Paurat, Thomas Gärtner
Corresponding Projections for Orphan Screening. CoRR (2018)
Linara Adilova, Sven Giesselbach, Stefan Rüping
Making Efficient Use of a Domain Expert's Time in Relation Extraction. CoRR (2018)