Justus Mattern
7 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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๐ Cross-Pollinator (15) ๐ Conference Polyglot (4) ๐ Renaissance Researcher (6) ๐ Interdisciplinary Bridge ๐บ๏ธ Taxonomy Completionist (21)
๐งญ
Keyword Pioneer
๐ฃ
Hot Topic Early Bird
๐ฅ
Unstoppable
(5)
Conferences
ACL (2)
EMNLP (2)
NAACL (2)
EACL (1)
Top co-authors
Research topics
Keywords
language model
(4)
differential privacy
(2)
text classification
(1)
text generation
(1)
german language
(1)
eye tracking
(1)
false positive rate
(1)
zero-shot detection
(1)
adversarial attack
(1)
benchmark dataset
(1)
gaze prediction
(1)
synthetic datum
(1)
privacy protection
(1)
privacy risk
(1)
social media analysis
(1)
data sharing
(1)
word embedding
(1)
membership inference attack
(1)
transformer language model
(1)
causal inference
(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
Measuring the Impact of (Psycho-)Linguistic and Readability Features and Their Spill Over Effects on the Prediction of Eye Movement Patterns
ACL 2022
Differentially Private Language Models for Secure Data Sharing
EMNLP 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