Scholar
Johannes Bjerva
Google Scholar ID: F9zlUBcAAAAJ
Full Professor, Department of Computer Science, Aalborg University
Natural Language Processing
NLP Security
LLM Security
Computational Linguistics
Typology
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Citations & Impact
All-time
Citations
1,365
H-index
19
i10-index
33
Publications
20
Co-authors
113
list available
Contact
Email
vbn@aub.aau.dk
CV
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Publications
22 items
When Discourse Pressures Conflict: Information Structure in Vision-Language Model Outputs
2026
Cited
0
Effective Performance Measurement: Challenges and Opportunities in KPI Extraction from Earnings Calls
2026
Cited
0
Characterizing Memorization in Diffusion Language Models: Generalized Extraction and Sampling Effects
2026
Cited
0
Semantic Leakage from Image Embeddings
2026
Cited
0
Do LLMs Really Memorize Personally Identifiable Information? Revisiting PII Leakage with a Cue-Controlled Memorization Framework
arXiv.org · 2026
Cited
0
Limited-Resource Adapters Are Regularizers, Not Linguists
2025
Cited
0
Shared Path: Unraveling Memorization in Multilingual LLMs through Language Similarities
2025
Cited
0
LAGO: Few-shot Crosslingual Embedding Inversion Attacks via Language Similarity-Aware Graph Optimization
2025
Cited
0
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Resume (English only)
Academic Achievements
Awarded the Carlsberg Foundation’s Semper Ardens: Accelerate grant (5 million DKK) in 2022
Received the Novo Nordisk Foundation’s Data Science Ascending Investigator grant (~10 million DKK) in 2024 for LM-SEC research
Awarded the DFF Sapere Aude Starting Grant in 2025
Published 65 papers and led 7 research projects as of 2025
Elected Teacher of the Year by students in 2021
Lead PI on a Villum Synergy grant (3 million DKK) for NLP in education
Maintains 1 dataset, has received 2 prizes, and featured in over 50 press/media engagements
Co-authors
113 total
Isabelle Augenstein
Full Professor, Department of Computer Science, University of Copenhagen
Johan Bos
Professor of Computational Semantics, University of Groningen
Yiyi Chen
PhD Candidate, Aalborg University
Esther Ploeger
PhD Student, Aalborg University
Heather Lent
Aalborg University (Copenhagen)
Co-author 6
Robert Östling
Department of Linguistics, Stockholm University
Co-author 8
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