no code implementations • 8 Apr 2024 • Ahmad Idrissi-Yaghir, Amin Dada, Henning Schäfer, Kamyar Arzideh, Giulia Baldini, Jan Trienes, Max Hasin, Jeanette Bewersdorff, Cynthia S. Schmidt, Marie Bauer, Kaleb E. Smith, Jiang Bian, Yonghui Wu, Jörg Schlötterer, Torsten Zesch, Peter A. Horn, Christin Seifert, Felix Nensa, Jens Kleesiek, Christoph M. Friedrich
Recent advances in natural language processing (NLP) can be largely attributed to the advent of pre-trained language models such as BERT and RoBERTa.
1 code implementation • 18 Feb 2024 • Sebastian Antony Joseph, Lily Chen, Jan Trienes, Hannah Louisa Göke, Monika Coers, Wei Xu, Byron C Wallace, Junyi Jessy Li
But how factual are these summaries in a high-stakes domain like medicine?
1 code implementation • 29 Jan 2024 • Jan Trienes, Sebastian Joseph, Jörg Schlötterer, Christin Seifert, Kyle Lo, Wei Xu, Byron C. Wallace, Junyi Jessy Li
Text simplification aims to make technical texts more accessible to laypeople but often results in deletion of information and vagueness.
1 code implementation • 24 Jul 2023 • Jan Trienes, Paul Youssef, Jörg Schlötterer, Christin Seifert
Automatically summarizing radiology reports into a concise impression can reduce the manual burden of clinicians and improve the consistency of reporting.
1 code implementation • Proceedings of the Workshop on Text Simplification, Accessibility, and Readability (TSAR) 2022 • Jan Trienes, Jörg Schlötterer, Hans-Ulrich Schildhaus, Christin Seifert
Automatic text simplification can help patients to better understand their own clinical notes.
no code implementations • 20 Jan 2022 • Meike Nauta, Jan Trienes, Shreyasi Pathak, Elisa Nguyen, Michelle Peters, Yasmin Schmitt, Jörg Schlötterer, Maurice van Keulen, Christin Seifert
Our so-called Co-12 properties serve as categorization scheme for systematically reviewing the evaluation practices of more than 300 papers published in the last 7 years at major AI and ML conferences that introduce an XAI method.
Explainable artificial intelligence Explainable Artificial Intelligence (XAI)
1 code implementation • 16 Jan 2020 • Jan Trienes, Dolf Trieschnigg, Christin Seifert, Djoerd Hiemstra
We test the generalizability of three de-identification methods across languages and domains.
1 code implementation • 18 Jan 2019 • Jan Trienes, Krisztian Balog
Thousands of complex natural language questions are submitted to community question answering websites on a daily basis, rendering them as one of the most important information sources these days.