Stefan Rueping — accepted AI-conference papers

2025

PM3-KIE: A Probabilistic Multi-Task Meta-Model for Document Key Information Extraction

Birgit Kirsch, Héctor Allende-Cid, Stefan Rueping

ACL 2025finding

Key Information Extraction (KIE) from visually rich documents is commonly approached as either fine-grained token classification or coarse-grained entity extraction. While token-level models capture spatial and visual cues, entity-level models better represent logical dependencies and align with rea…

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2025

The Anatomy of Evidence: An Investigation Into Explainable ICD Coding

Katharina Beckh, Elisa Studeny, Sujan Sai Gannamaneni, Dario Antweiler, Stefan Rueping

ACL 2025finding

Automatic medical coding has the potential to ease documentation and billing processes. For this task, transparency plays an important role for medical coders and regulatory bodies, which can be achieved using explainability methods. However, the evaluation of these approaches has been mostly limite…

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