Vlad Niculae
Scholar

Vlad Niculae

Google Scholar ID: 7_3UAgQAAAAJ
University of Amsterdam
Structured PredictionNatural Language ProcessingMachine 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
Contact
No contact links provided.
Publications
10 items
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
Movie Facts and Fibs (MF$^2$): A Benchmark for Long Movie Understanding
2025
Cited
0
Keep your distance: learning dispersed embeddings on $mathbb{S}_d$
2025
Cited
0
Hopfield-Fenchel-Young Networks: A Unified Framework for Associative Memory Retrieval
arXiv.org · 2024
Cited
2
kNN For Whisper And Its Effect On Bias And Speaker Adaptation
2024
Cited
0
Resume (English only)
Co-authors
13 total
Co-author 1
Co-author 1
Mathieu Blondel
Mathieu Blondel
Google
Liviu P. Dinu
Liviu P. Dinu
Professor, University of Bucharest, Dept. of Computer Science,
Alexandre Gramfort
Alexandre Gramfort
Meta
Andreas Christian Mueller
Andreas Christian Mueller
Microsoft
Gaël Varoquaux
Gaël Varoquaux
Research director, INRIA
Fabian Pedregosa
Fabian Pedregosa
Google
Octavia-Maria Șulea
Octavia-Maria Șulea
PARC