Justus Mattern
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
6
Venues
5
Active years
2022–2025
Best venue rank
A*
Where they publish
Papers
6 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | NAACL | Causally Testing Gender Bias in LLMs: A Case Study on Occupational Bias. | Yuen Chen, Vethavikashini Chithrra Raghuram, Justus Mattern, Rada Mihalcea, Zhijing Jin |
| 2024 | EACL | Smaller Language Models are Better Zero-shot Machine-Generated Text Detectors. | Niloofar Mireshghallah, Justus Mattern, Sicun Gao, Reza Shokri, Taylor Berg-Kirkpatrick |
| 2023 | ACL | Membership Inference Attacks against Language Models via Neighbourhood Comparison. | Justus Mattern, Fatemehsadat Mireshghallah, Zhijing Jin, Bernhard Schlkopf, Mrinmaya Sachan, Taylor Berg-Kirkpatrick |
| 2022 | EMNLP | Differentially Private Language Models for Secure Data Sharing. | Justus Mattern, Zhijing Jin, Benjamin Weggenmann, Bernhard Schlkopf, Mrinmaya Sachan |
| 2022 | NAACL | The Limits of Word Level Differential Privacy. | Justus Mattern, Benjamin Weggenmann, Florian Kerschbaum |
| 2022 | WWW | DP-VAE: Human-Readable Text Anonymization for Online Reviews with Differentially Private Variational Autoencoders. | Benjamin Weggenmann, Valentin Rublack, Michael Andrejczuk, Justus Mattern, Florian Kerschbaum |