Scholar
Vlad Niculae
Google Scholar ID: 7_3UAgQAAAAJ
University of Amsterdam
Structured Prediction
Natural Language Processing
Machine Learning
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Citations & Impact
All-time
Citations
6,979
H-index
22
i10-index
37
Publications
20
Co-authors
13
list available
Publications
14 items
Ladders in Chaos: When, How, (and Perhaps Why) Does Test-Time Scaling Improve LLM Machine Translation
2026
Cited
0
How Far Can Machine Translation Quality Take You? Extrinsic Discourse Evaluation in Goal-Oriented Setups
2026
Cited
0
Your Multimodal Speech Model Says I Have a Face for Radio
2026
Cited
0
AdaSplash-2: Faster Differentiable Sparse Attention
2026
Cited
0
Representation Collapse in Machine Translation Through the Lens of Angular Dispersion
2026
Cited
0
Unlocking Latent Discourse Translation in LLMs Through Quality-Aware Decoding
2025
Cited
0
Asking a Language Model for Diverse Responses
2025
Cited
0
Angular Dispersion Accelerates $k$-Nearest Neighbors Machine Translation
2025
Cited
0
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Co-authors
11 total
Mathieu Blondel
Google
Liviu P. Dinu
Professor, University of Bucharest, Dept. of Computer Science,
Alexandre Gramfort
Meta
Andreas Christian Mueller
Microsoft
Gaël Varoquaux
Research director, INRIA
Fabian Pedregosa
Google
Octavia-Maria Șulea
PARC
Claire Cardie
Professor of Computer Science, Cornell University
