Daniel Beck
Scholar

Daniel Beck

Google Scholar ID: NauI6dEAAAAJ
Senior Lecturer, School of Computing Technologies, RMIT University
Artifical IntelligenceNatural Language ProcessingMachine Learning
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Citations & Impact
All-time
Citations
880
 
H-index
13
 
i10-index
18
 
Publications
20
 
Co-authors
34
list available
Publications
3 items
Active Budget Allocation for Efficient Scaling Law Estimation via Surrogate-Guided Pruning
2026
Cited
0
Zero-Shot Performance Prediction for Probabilistic Scaling Laws
2025
Cited
0
FLUKE: A Linguistically-Driven and Task-Agnostic Framework for Robustness Evaluation
2025
Cited
0
Resume
Background
  • Research Interests: Applied Machine Learning and Natural Language Processing. Brief Bio: Currently a Senior Lecturer at RMIT University, and an Honorary Senior Fellow at the University of Melbourne.
Co-authors
13 total
Trevor Cohn
Trevor Cohn
Google Research (Research Scientist) & University of Melbourne (Professor; School of CIS)
Lucia Specia
Lucia Specia
Professor of Natural Language Processing, Imperial College London & Senior Director at Epic Games
Timothy Baldwin
Timothy Baldwin
MBZUAI and The University of Melbourne
Gholamreza (Reza) Haffari
Gholamreza (Reza) Haffari
Monash University and Openstream AI
Karin Verspoor
Karin Verspoor
Executive Dean, School of Computing Technologies, RMIT University
Riza Batista-Navarro
Riza Batista-Navarro
Senior Lecturer in Text Mining, Department of Computer Science, University of Manchester
Viktor Schlegel
Viktor Schlegel
Deputy Director IN-CYPHER Programme @ IGS, Imperial College London
Goran Nenadic
Goran Nenadic
Department of Computer Science, University of Manchester