Justus Mattern

17 papers A* 3Journal 10Unranked 4
YearRankTypeTitle / Venue / Authors
2025 — conf
Causally Testing Gender Bias in LLMs: A Case Study on Occupational Bias.
NAACL (Findings)
Yuen Chen, Vethavikashini Chithrra Raghuram, Justus Mattern, Rada Mihalcea, Zhijing Jin
2025 J jnl
INTELLECT-2: A Reasoning Model Trained Through Globally Decentralized Reinforcement Learning.
CoRR
Prime Intellect Team, Sami Jaghouar, Justus Mattern, Jack Min Ong, Jannik Straube, Manveer Basra, Aaron Pazdera, Kushal Thaman, Matthew Di Ferrante, Felix Gabriel, Fares Obeid, Kemal Erdem, Michael Keiblinger, Johannes Hagemann
2025 J jnl
INTELLECT-3: Technical Report.
CoRR
Prime Intellect Team, Mika Senghaas, Fares Obeid, Sami Jaghouar, William Brown, Jack Min Ong, Daniel Auras, Matej Sirovatka, Jannik Straube, Andrew Baker, Sebastian Müller, Justus Mattern, Manveer Basra, Aiman Ismail, Dominik Scherm, Cooper Miller, Ameen Patel, Simon Kirsten, Mario Sieg, Christian Reetz, Kemal Erdem, Vincent Weisser, Johannes Hagemann
2024 — conf
Smaller Language Models are Better Zero-shot Machine-Generated Text Detectors.
EACL (2)
Niloofar Mireshghallah, Justus Mattern, Sicun Gao, Reza Shokri, Taylor Berg-Kirkpatrick
2023 — conf
Membership Inference Attacks against Language Models via Neighbourhood Comparison.
ACL (Findings)
Justus Mattern, Fatemehsadat Mireshghallah, Zhijing Jin, Bernhard Schölkopf, Mrinmaya Sachan, Taylor Berg-Kirkpatrick
2023 J jnl
Membership Inference Attacks against Language Models via Neighbourhood Comparison.
CoRR
Justus Mattern, Fatemehsadat Mireshghallah, Zhijing Jin, Bernhard Schölkopf, Mrinmaya Sachan, Taylor Berg-Kirkpatrick
2023 J jnl
Psychologically-Inspired Causal Prompts.
CoRR
Zhiheng Lyu, Zhijing Jin, Justus Mattern, Rada Mihalcea, Mrinmaya Sachan, Bernhard Schölkopf
2023 J jnl
Smaller Language Models are Better Black-box Machine-Generated Text Detectors.
CoRR
Fatemehsadat Mireshghallah, Justus Mattern, Sicun Gao, Reza Shokri, Taylor Berg-Kirkpatrick
2023 A* conf
Unique Identification of 50, 000+ Virtual Reality Users from Head & Hand Motion Data.
USENIX Security Symposium
Vivek Nair, Wenbo Guo, Justus Mattern, Rui Wang, James F. O'Brien, Louis B. Rosenberg, Dawn Song
2023 J jnl
Unique Identification of 50, 000+ Virtual Reality Users from Head & Hand Motion Data.
CoRR
Vivek Nair, Wenbo Guo, Justus Mattern, Rui Wang, James F. O'Brien, Louis B. Rosenberg, Dawn Song
2022 A* conf
DP-VAE: Human-Readable Text Anonymization for Online Reviews with Differentially Private Variational Autoencoders.
WWW
Benjamin Weggenmann, Valentin Rublack, Michael Andrejczuk, Justus Mattern, Florian Kerschbaum
2022 A* conf
Differentially Private Language Models for Secure Data Sharing.
EMNLP
Justus Mattern, Zhijing Jin, Benjamin Weggenmann, Bernhard Schölkopf, Mrinmaya Sachan
2022 J jnl
Differentially Private Language Models for Secure Data Sharing.
CoRR
Justus Mattern, Zhijing Jin, Benjamin Weggenmann, Bernhard Schölkopf, Mrinmaya Sachan
2022 J jnl
Measuring the Impact of (Psycho-)Linguistic and Readability Features and Their Spill Over Effects on the Prediction of Eye Movement Patterns.
CoRR
Daniel Wiechmann, Yu Qiao, Elma Kerz, Justus Mattern
2022 — conf
The Limits of Word Level Differential Privacy.
NAACL-HLT (Findings)
Justus Mattern, Benjamin Weggenmann, Florian Kerschbaum
2022 J jnl
The Limits of Word Level Differential Privacy.
CoRR
Justus Mattern, Benjamin Weggenmann, Florian Kerschbaum
2022 J jnl
Understanding Stereotypes in Language Models: Towards Robust Measurement and Zero-Shot Debiasing.
CoRR
Justus Mattern, Zhijing Jin, Mrinmaya Sachan, Rada Mihalcea, Bernhard Schölkopf