Justus Mattern
7 papers · 2021–2025 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird 🏆 Keyword Champion (2)
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Machine Learning
(7)
Natural Language Processing
(5)
Application Areas
(5)
Artificial Intelligence
(4)
Core AI
(4)
Applications
(2)
Core Methods
(2)
Generation
(2)
Learning Types
(2)
Deep Learning
(1)
Interdisciplinary
(1)
Security & Privacy
(1)
Architectures
(1)
Cognitive Science
(1)
Linguistics
(1)
Keywords
language model
(4)
differential privacy
(2)
transformer-based language model
(2)
text classification
(1)
german language
(1)
eye tracking
(1)
text generation
(1)
false positive rate
(1)
adversarial attack
(1)
benchmark dataset
(1)
data sharing
(1)
synthetic data
(1)
privacy protection
(1)
privacy risk
(1)
zero-shot detection
(1)
gaze prediction
(1)
word embedding
(1)
membership inference attack
(1)
transformer language model
(1)
social media analysis
(1)
Papers
Causally Testing Gender Bias in LLMs: A Case Study on Occupational Bias
NAACL 2025
Smaller Language Models are Better Zero-shot Machine-Generated Text Detectors
EACL 2024
Membership Inference Attacks against Language Models via Neighbourhood Comparison
ACL 2023
Differentially Private Language Models for Secure Data Sharing
EMNLP 2022
Measuring the Impact of (Psycho-)Linguistic and Readability Features and Their Spill Over Effects on the Prediction of Eye Movement Patterns
ACL 2022
The Limits of Word Level Differential Privacy
NAACL 2022
FANG-COVID: A New Large-Scale Benchmark Dataset for Fake News Detection in German
EMNLP 2021