Markus Leippold

Full Professor, University of Zurich

Joined

March 2022

Names

Markus Leippold (Preferred)

Emails

****@bf.uzh.ch (Confirmed)

****@df.uzh.ch (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

Full Professor

University of Zurich (uzh.ch)

2009 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

Natural Language Processing

2016 – Present

Climate Change

2016 – Present

Mathematical Finance

2001 – Present

Publications

Efficient Test-Time Scaling of Multi-Step Reasoning by Probing Internal States of Large Language Models
Jingwei Ni, Ekaterina Fadeeva, Tianyi Wu, Mubashara Akhtar, Jiaheng Zhang, Elliott Ash, Markus Leippold, Timothy Baldwin, See-Kiong Ng, Artem Shelmanov, Mrinmaya Sachan
- ICLR 2026 AIWILD
- Readers: Everyone
Efficient Test-Time Scaling of Multi-Step Reasoning by Probing Internal States of Large Language Models
Jingwei Ni, Ekaterina Fadeeva, Tianyi Wu, Mubashara Akhtar, Jiaheng Zhang, Elliott Ash, Markus Leippold, Timothy Baldwin, See-Kiong Ng, Artem Shelmanov, Mrinmaya Sachan
- ICLR 2026 Trustworthy AI
- Readers: Everyone
CLINB: A Climate Intelligence Benchmark for Foundational Models
Michelle Chen Huebscher, Katharine J. Mach, Aleksandar Stanić, Markus Leippold, Ben Gaiarin, Zeke Hausfather, Elisa Rawat, Erich Fischer, Massimiliano Ciaramita, Joeri Rogelj, Christian Buck, Lierni Sestorain, Reto Knutti
- Submitted to ICLR 2026
- Readers: Everyone
Reasoning with Confidence: Efficient Verification of LLM Reasoning Steps via Uncertainty Heads
Jingwei Ni, Ekaterina Fadeeva, Tianyi Wu, Mubashara Akhtar, Jiaheng Zhang, Elliott Ash, Markus Leippold, Timothy Baldwin, See-Kiong Ng, Artem Shelmanov, Mrinmaya Sachan
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
LEXam: Benchmarking Legal Reasoning on 340 Law Exams
Yu Fan, Jingwei Ni, Jakob Merane, Yang Tian, Yoan Hermstrüwer, Yinya Huang, Mubashara Akhtar, Etienne Salimbeni, Florian Geering, Oliver Dreyer, Daniel Brunner, Markus Leippold, Mrinmaya Sachan, Alexander Stremitzer, Christoph Engel, Elliott Ash, Joel Niklaus
- ICLR 2026 Poster
- Readers: Everyone
Assessing Large Language Models on Climate Information
Jannis Bulian, Mike S. Schäfer, Afra Amini, Heidi Lam, Massimiliano Ciaramita, Ben Gaiarin, Michelle Chen Huebscher, Christian Buck, Niels G. Mede, Markus Leippold, Nadine Strauss
- ICML 2024 Poster
- Readers: Everyone
Assessing Large Language Models on Climate Information
Jannis Bulian, Mike S. Schäfer, Afra Amini, Heidi Lam, Massimiliano Ciaramita, Ben Gaiarin, Michelle Chen Huebscher, Christian Buck, Niels G. Mede, Markus Leippold, Nadine Strauss
- Submitted to ICLR 2024
- Readers: Everyone
AI and Climate Information Needs in Africa
Afra Amini, Christian Buck, HANNAH BROWN, Jannis Bulian, Michelle Chen Huebscher, Massimiliano Ciaramita, Sonali Das, Ben Gaiarin, Chris GORDON, Rangan Gupta, Kenny Kutu, Doreen Larkailey Lartey, Markus Leippold, Leslie Leuenberger, Mark Atta Mensah
- DeepLearningIndaba 2023 Conference Submission
- Readers: Everyone
ClimateBERT-NetZero: Detecting and Assessing Net Zero and Reduction Targets
Tobias Schimanski, Julia Bingler, Mathias Kraus, Camilla Hyslop, Markus Leippold
- EMNLP 2023 Main
- Readers: Everyone

Co-Authors

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