Jens-Michalis Papaioannou

20 papers A* 1A 2B 1Journal 10Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Robust Conformal Prediction for Infrequent Classes.
Trans. Mach. Learn. Res.
Jens-Michalis Papaioannou, Sebastian Jäger, Alexei Figueroa, David Stutz, Betty van Aken, Keno K. Bressem, Wolfgang Nejdl, Felix A. Gers, Alexander Löser, Felix Biessmann
2025 A conf
"Where does it hurt?" - Dataset and Study on Physician Intent Trajectories in Doctor Patient Dialogues.
ECAI
Tom Röhr, Soumyadeep Roy, Fares Al Mohamad, Jens-Michalis Papaioannou, Wolfgang Nejdl, Felix A. Gers, Alexander Löser
2025 J jnl
"Where does it hurt?" - Dataset and Study on Physician Intent Trajectories in Doctor Patient Dialogues.
CoRR
Tom Roehr, Soumyadeep Roy, Fares Al Mohamad, Jens-Michalis Papaioannou, Wolfgang Nejdl, Felix A. Gers, Alexander Löser
2025 J jnl
SPONGE: Competing Sparse Language Representations for Effective Knowledge Transfer.
Trans. Mach. Learn. Res.
Jens-Michalis Papaioannou, Alexei Figueroa, Conor Fallon, Anna Capilla, Alexandra Bekiaridou, Stavros Zanos, Wolfgang Nejdl, Alexander Löser
2024 — conf
Boosting Long-Tail Data Classification with Sparse Prototypical Networks.
ECML/PKDD (7)
Alexei Figueroa, Jens-Michalis Papaioannou, Conor Fallon, Alexandra Bekiaridou, Keno K. Bressem, Stavros Zanos, Felix A. Gers, Wolfgang Nejdl, Alexander Löser
2024 — conf
Data Drift in Clinical Outcome Prediction from Admission Notes.
LREC/COLING
Paul Grundmann, Jens-Michalis Papaioannou, Tom Oberhauser, Thomas Steffek, Amy Siu, Wolfgang Nejdl, Alexander Löser
2024 J jnl
Generalist embedding models are better at short-context clinical semantic search than specialized embedding models.
CoRR
Jean-Baptiste Excoffier, Tom Roehr, Alexei Figueroa, Jens-Michalis Papaioannou, Keno K. Bressem, Matthieu Ortala
2024 — conf
Revisiting Clinical Outcome Prediction for MIMIC-IV.
ClinicalNLP@NAACL
Tom Roehr, Alexei Figueroa, Jens-Michalis Papaioannou, Conor Fallon, Keno K. Bressem, Wolfgang Nejdl, Alexander Löser
2024 J jnl
medBERT.de: A comprehensive German BERT model for the medical domain.
Expert Syst. Appl.
Keno K. Bressem, Jens-Michalis Papaioannou, Paul Grundmann, Florian Borchert, Lisa C. Adams, Leonhard Liu, Felix Busch, Lina Xu, Jan P. Loyen, Stefan Markus Niehues, Moritz Augustin, Lennart Grosser, Marcus R. Makowski, Hugo J. W. L. Aerts, Alexander Löser
2023 J jnl
MEDBERT.de: A Comprehensive German BERT Model for the Medical Domain.
CoRR
Keno K. Bressem, Jens-Michalis Papaioannou, Paul Grundmann, Florian Borchert, Lisa C. Adams, Leonhard Liu, Felix Busch, Lina Xu, Jan P. Loyen, Stefan Markus Niehues, Moritz Augustin, Lennart Grosser, Marcus R. Makowski, Hugo J. W. L. Aerts, Alexander Löser
2023 J jnl
MedAlpaca - An Open-Source Collection of Medical Conversational AI Models and Training Data.
CoRR
Tianyu Han, Lisa C. Adams, Jens-Michalis Papaioannou, Paul Grundmann, Tom Oberhauser, Alexander Löser, Daniel Truhn, Keno K. Bressem
2022 B conf
Cross-Lingual Knowledge Transfer for Clinical Phenotyping.
LREC
Jens-Michalis Papaioannou, Paul Grundmann, Betty van Aken, Athanasios Samaras, Ilias Kyparissidis, George Giannakoulas, Felix A. Gers, Alexander Löser
2022 J jnl
Cross-Lingual Knowledge Transfer for Clinical Phenotyping.
CoRR
Jens-Michalis Papaioannou, Paul Grundmann, Betty van Aken, Athanasios Samaras, Ilias Kyparissidis, George Giannakoulas, Felix A. Gers, Alexander Löser
2022 — conf
This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text.
AACL/IJCNLP (1)
Betty van Aken, Jens-Michalis Papaioannou, Marcel Ganesh Naik, Georgios Eleftheriadis, Wolfgang Nejdl, Felix A. Gers, Alexander Löser
2022 J jnl
This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text.
CoRR
Betty van Aken, Jens-Michalis Papaioannou, Marcel Ganesh Naik, Georgios Eleftheriadis, Wolfgang Nejdl, Felix A. Gers, Alexander Löser
2021 — conf
Aspect-Based Passage Retrieval with Contextualized Discourse Vectors.
ECIR (2)
Jens-Michalis Papaioannou, Manuel Mayrdorfer, Sebastian Arnold, Felix A. Gers, Klemens Budde, Alexander Löser
2021 A conf
Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration.
EACL
Betty van Aken, Jens-Michalis Papaioannou, Manuel Mayrdorfer, Klemens Budde, Felix A. Gers, Alexander Löser
2021 J jnl
Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration.
CoRR
Betty van Aken, Jens-Michalis Papaioannou, Manuel Mayrdorfer, Klemens Budde, Felix A. Gers, Alexander Löser
2012 A* conf
Canonical Trends: Detecting Trend Setters in Web Data.
ICML
Felix Bießmann, Jens-Michalis Papaioannou, Mikio L. Braun, Andreas Harth
2012 — conf
Quantifying spatiotemporal dynamics of twitter replies to news feeds.
MLSP
Felix Bießmann, Jens-Michalis Papaioannou, Andreas Harth, M. L. Jugel, Klaus-Robert Müller, Mikio L. Braun