KIMERA: Injecting Domain Knowledge into Vacant Transformer Heads. - Benjamin Winter; Alexei Figueroa Rosero; Alexander Löser; Felix Alexander Gers; Amy Siu (LREC, 2022)

Revisiting Clinical Outcome Prediction for MIMIC-IV. - Tom Roehr; Alexei Figueroa; Jens-Michalis Papaioannou; Conor Fallon; Keno K. Bressem; Wolfgang Nejdl; Alexander Löser (ClinicalNLP@NAACL, 2024)

DDxGym: Online Transformer Policies in a Knowledge Graph Based Natural Language Environment. - Benjamin Winter; Alexei Gustavo Figueroa Rosero; Alexander Löser; Felix Alexander Gers; Nancy Katerina Figueroa Rosero; Ralf Krestel (LREC/COLING, 2024)

Boosting Long-Tail Data Classification with Sparse Prototypical Networks. - Alexei Figueroa; Jens-Michalis Papaioannou; Conor Fallon; Alexandra Bekiaridou; Keno K. Bressem; Stavros Zanos; Felix A. Gers; Wolfgang Nejdl; Alexander Löser (ECML/PKDD (7), 2024)

Generalist embedding models are better at short-context clinical semantic search than specialized embedding models. - Jean-Baptiste Excoffier; Tom Roehr; Alexei Figueroa; Jens-Michalis Papaioannou; Keno K. Bressem; Matthieu Ortala (CoRR, 2024)

Evaluating Financial Literacy of Large Language Models through Domain Specific Languages for Plain Text Accounting. - Alexei Gustavo Figueroa Rosero; Paul Grundmann; Julius Freidank; Wolfgang Nejdl; Alexander Löser (COLING Workshops, 2025)

Comply: Learning Sentences with Complex Weights inspired by Fruit Fly Olfaction. - Alexei Figueroa; Justus Westerhoff; Golzar Atefi; Dennis Fast; Benjamin Winter; Felix Alexander Gers; Alexander Löser; Wolfgang Nejdl (NICE, 2025)

Robust Weight Imprinting: Insights from Neural Collapse and Proxy-Based Aggregation. - Justus Westerhoff; Golzar Atefi; Mario Koddenbrock; Alexei Figueroa; Alexander Löser; Erik Rodner; Felix A. Gers (CoRR, 2025)