Fusing Multi-label Classification and Semantic Tagging. - Jörg Kindermann; Katharina Beckh (LWDA, 2020)

Supporting verification of news articles with automated search for semantically similar articles. - Vishwani Gupta; Katharina Beckh; Sven Giesselbach; Dennis Wegener; Tim Wirtz (ROMCIR@ECIR, 2021)

Digitalisierungsworkflow zur Strukturierung und Standardisierung von Instandhaltungsinformationen von Windenergieanlagen. - Marc-Alexander Lutz; Katharina Beckh; Jörg Kindermann; Juliane Schneider; Julia Walgern; Sebastian Pfaffel; Stefan Faulstich; Alisa Staack (GI-Jahrestagung, 2021)

Explainable Machine Learning with Prior Knowledge: An Overview. - Katharina Beckh; Sebastian Müller; Matthias Jakobs; Vanessa Toborek; Hanxiao Tan; Raphael Fischer 001; Pascal Welke; Sebastian Houben; Laura von Rüden (CoRR, 2021)

A Quantitative Human-Grounded Evaluation Process for Explainable Machine Learning. - Katharina Beckh; Sebastian Müller; Stefan Rüping 001 (LWDA, 2022)

An Empirical Evaluation of the Rashomon Effect in Explainable Machine Learning. - Sebastian Müller; Vanessa Toborek; Katharina Beckh; Matthias Jakobs; Christian Bauckhage; Pascal Welke (ECML/PKDD (3), 2023)

Harnessing Prior Knowledge for Explainable Machine Learning: An Overview. - Katharina Beckh; Sebastian Müller; Matthias Jakobs; Vanessa Toborek; Hanxiao Tan; Raphael Fischer 001; Pascal Welke; Sebastian Houben; Laura von Rüden (SaTML, 2023)

Informed Machine Learning - A Taxonomy and Survey of Integrating Prior Knowledge into Learning Systems. - 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; et al. (IEEE Trans. Knowl. Data Eng., 2023)

From admission to discharge: a systematic review of clinical natural language processing along the patient journey. - Katrin Klug; Katharina Beckh; Dario Antweiler; Nilesh Chakraborty; Giulia Baldini 001; Katharina Laue; René Hosch; Felix Nensa; Martin Schuler; Sven Giesselbach (BMC Medical Informatics Decis. Mak., 2024)

The Anatomy of Evidence: An Investigation Into Explainable ICD Coding. - Katharina Beckh; Elisa Studeny; Sujan Sai Gannamaneni; Dario Antweiler; Stefan Rüping 001 (ACL (Findings), 2025)

Robustness Evaluation of the German Extractive Question Answering Task. - Shalaka Satheesh; Katharina Beckh; Katrin Klug; Héctor Allende-Cid; Sebastian Houben; Teena Hassan (COLING, 2025)

Leveraging MLOps: Developing a Sequential Classification System for RFQ Documents in Electrical Engineering. - Claudio Martens; Hammam Abdelwahab; Katharina Beckh; Birgit Kirsch; Vishwani Gupta; Steffen Hoh; Dennis Wegener (SEIP@ICSE, 2025)

GG-BBQ: German Gender Bias Benchmark for Question Answering. - Shalaka Satheesh; Katrin Klug; Katharina Beckh; Héctor Allende-Cid; Sebastian Houben; Teena Hassan (CoRR, 2025)