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ORCIDAlexei Figueroa Rosero
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2020 – today
- 2025
[c6]Alexei Gustavo Figueroa Rosero, Paul Grundmann, Julius Freidank, Wolfgang Nejdl, Alexander Löser:
Evaluating Financial Literacy of Large Language Models through Domain Specific Languages for Plain Text Accounting. COLING Workshops 2025: 63-75- [c5]Alexei Figueroa, Justus Westerhoff, Golzar Atefi, Dennis Fast, Benjamin Winter, Felix Alexander Gers, Alexander Löser, Wolfgang Nejdl:
Comply: Learning Sentences with Complex Weights inspired by Fruit Fly Olfaction. NICE 2025: 1-10 - [i3]Alexei Figueroa, Justus Westerhoff, Golzar Atefi, Dennis Fast, Benjamin Winter, Felix Alexander Gers, Alexander Löser, Wolfgang Nejdl:
Comply: Learning Sentences with Complex Weights inspired by Fruit Fly Olfaction. CoRR abs/2502.01706 (2025) - [i2]Justus Westerhoff, Golzar Atefi, Mario Koddenbrock, Alexei Figueroa, Alexander Löser, Erik Rodner, Felix A. Gers:
Robust Weight Imprinting: Insights from Neural Collapse and Proxy-Based Aggregation. CoRR abs/2503.14572 (2025) - 2024
- [c4]Tom Roehr, Alexei Figueroa, Jens-Michalis Papaioannou, Conor Fallon, Keno K. Bressem, Wolfgang Nejdl, Alexander Löser:
Revisiting Clinical Outcome Prediction for MIMIC-IV. ClinicalNLP@NAACL 2024: 208-217 - [c3]Benjamin Winter, Alexei Gustavo Figueroa Rosero, Alexander Löser, Felix Alexander Gers, Nancy Katerina Figueroa Rosero, Ralf Krestel:
DDxGym: Online Transformer Policies in a Knowledge Graph Based Natural Language Environment. LREC/COLING 2024: 4438-4448 - [c2]Alexei Figueroa, Jens-Michalis Papaioannou, Conor Fallon, Alexandra Bekiaridou, Keno K. Bressem, Stavros Zanos, Felix A. Gers, Wolfgang Nejdl, Alexander Löser:
Boosting Long-Tail Data Classification with Sparse Prototypical Networks. ECML/PKDD (7) 2024: 434-449 - [i1]Jean-Baptiste Excoffier, Tom Roehr, Alexei Figueroa, Jens-Michalis Papaioannou, Keno K. Bressem, Matthieu Ortala
:
Generalist embedding models are better at short-context clinical semantic search than specialized embedding models. CoRR abs/2401.01943 (2024) - 2022
- [c1]Benjamin Winter, Alexei Figueroa Rosero, Alexander Löser, Felix Alexander Gers, Amy Siu:
KIMERA: Injecting Domain Knowledge into Vacant Transformer Heads. LREC 2022: 363-373
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