Wilker Aziz

University of Amsterdam — Netherlands

Computer Science · Physical Sciences

19h-index2.0kcitations94works0.02yr avg
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Research Topics

Topic Modeling(69), Natural Language Processing Techniques(63), Multimodal Machine Learning Applications(12), Text Readability and Simplification(11), Explainable Artificial Intelligence (XAI)(8)

Publications94 total

MedPath: Multi-Domain Cross-Vocabulary Hierarchical Paths for Biomedical Entity Linking
Underline Science Inc.·2025Open Access
MedPath: Multi-Domain Cross-Vocabulary Hierarchical Paths for Biomedical Entity Linking
arXiv (Cornell University)·2025Open Access
Teaching Language Models to Faithfully Express their Uncertainty
arXiv (Cornell University)·2025Open Access
Truthful or Fabricated? Using Causal Attribution to Mitigate Reward Hacking in Explanations
arXiv (Cornell University)·2025Open Access
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses
arXiv (Cornell University)·2024Open Access
Explanation Regularisation through the Lens of Attributions
arXiv (Cornell University)·2024Open Access
Predict the Next Word: Humans exhibit uncertainty in this task and language models _____
arXiv (Cornell University)·2024Open Access
Interpreting Predictive Probabilities: Model Confidence or Human Label Variation?
arXiv (Cornell University)·2024Open Access
Interpreting Predictive Probabilities: Model Confidence or Human Label Variation?
2024Open Access
Front Matter
2024Open Access
Predict the Next Word: <Humans exhibit uncertainty in this task and language models _____>
2024Open Access
whatsnext-scores
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
whatsnext-scores
Research Portal (King's College London)·2023Open Access
Uncertainty in Natural Language Generation: From Theory to Applications
arXiv (Cornell University)·2023· 7 citedOpen Access
Vision DiffMask: Faithful Interpretation of Vision Transformers with Differentiable Patch Masking
2023· 4 cited
What Comes Next? Evaluating Uncertainty in Neural Text Generators Against Human Production Variability
IT University Of Copenhagen (IT University of Copenhagen)·2023· 1 citedOpen Access
VISION DIFFMASK: Faithful Interpretation of Vision Transformers with Differentiable Patch Masking
arXiv (Cornell University)·2023· 2 citedOpen Access
What Comes Next? Evaluating Uncertainty in Neural Text Generators Against Human Production Variability
2023· 5 citedOpen Access
Stop Measuring Calibration When Humans Disagree
arXiv (Cornell University)·2022· 1 citedOpen Access
Statistical Model Criticism of Variational Auto-Encoders
arXiv (Cornell University)·2022· 3 citedOpen Access
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Frequent Co-authors

Lucia Specia(17), Ivan Titov(11), Nicola De Cao(7), Khalil Sima’an(5), Miguel Rios(4), Bryan Eikema(4), Jasmijn Bastings(3), Philip Schulz(3), Joris Baan(3), Barbara Plank(3), Karin Smith(3), Alexandra Birch(3), Joost Bastings(2), Diego Marcheggiani(2), Maarit Koponen(2), Sheila C. M. de Sousa(2), Tom Pelsmaeker(2), Marc Dymetman(2), Thiago Alexandre Salgueiro Pardo(2), Ivandré Paraboni(2)