Felix Gers

5 papers · 2021–2026 · 4 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (14) 🏃 Academic Marathon (5) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (12) 🌍 Conference Polyglot (4) 🧭 Keyword Pioneer 🏆 Keyword Champion (3)

Conferences

EACL (2) AACL (1) COLING (1) IJCNLP (1)

Top co-authors

Wolfgang Nejdl (3) Betty van Aken (3) Jens-Michalis Papaioannou (3) Alexander Loeser (3) Paul Grundmann (2) Georgios Eleftheriadis (2) Marcel Naik (2) Alexander Löser (2) Klemens Budde (1) Jan Frick (1)

Keywords

clinical text (4) diagnosis prediction (3) clinical outcome prediction (2) language model (2) interpretable model (2) prototypical network (2) knowledge integration (1) interpretable prediction (1) label-wise attention (1) medical coding (1) attention network (1) support set (1) admission note (1) icd code (1) retrieval augmented generation (1) encoder-based classifier (1) few-shot learning (1) transfer learning (1) self-supervised learning (1) in-context learning (1)

Papers

CliniBench: A Clinical Outcome Prediction Benchmark for Generative and Encoder-Based Language Models EACL 2026

This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text AACL 2022

Attention Networks for Augmenting Clinical Text with Support Sets for Diagnosis Prediction COLING 2022

This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text IJCNLP 2022

Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration EACL 2021