Hugo Aerts
4 papers · 2024–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (18) π§ Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
EMNLP (2)
NAACL (1)
NIPS (1)
Top co-authors
Keywords
large language model
(3)
benchmark evaluation
(1)
domain adaptation
(1)
feature extraction
(1)
medical imaging
(1)
question answering
(1)
named entity recognition
(1)
multimodal learning
(1)
bias detection
(1)
vision language model
(1)
zero-shot transfer
(1)
sparse autoencoder
(1)
multimodal language model
(1)
robustness evaluation
(1)
biomedical text
(1)
data contamination
(1)
interpretable feature
(1)
multilingual model
(1)
medical knowledge
(1)
pre-training datum
(1)
Papers
Sparse Autoencoder Features for Classifications and Transferability
EMNLP 2025
WorldMedQA-V: a multilingual, multimodal medical examination dataset for multimodal language models evaluation
NAACL 2025
Cross-Care: Assessing the Healthcare Implications of Pre-training Data on Language Model Bias
NIPS 2024
Language Models are Surprisingly Fragile to Drug Names in Biomedical Benchmarks
EMNLP 2024