Anna Korhonen

Professor, University of Cambridge

Joined

July 2019

Names

Anna Korhonen

Emails

****@cam.ac.uk (Confirmed)

Personal Links

Career & Education History

Professor

University of Cambridge (cam.ac.uk)

Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Language-Dependent Miscalibration in Multilingual LLM Evaluators
Ej Zhou, Lucas Resck, Zheng Hui, Anna Korhonen
- ICLR 2026 Workshop ICBINB
- Readers: Everyone
Multi-Agent Design: Optimizing Agents with Better Prompts and Topologies
Han Zhou, Xingchen Wan, Ruoxi Sun, Hamid Palangi, Shariq Iqbal, Ivan Vulić, Anna Korhonen, Sercan O Arik
- ICLR 2026 Poster
- Readers: Everyone
Bootstrapping World Models from Dynamics Models in Multimodal Foundation Models
Yifu QIU, Yftah Ziser, Anna Korhonen, Shay B Cohen, Edoardo Ponti
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Beyond the Final Layer: Intermediate Representations for Better Multilingual Calibration in Large Language Models
Ej Zhou, Caiqi Zhang, Tiancheng Hu, Chengzu Li, Nigel Collier, Ivan Vulić, Anna Korhonen
- Submitted to ICLR 2026
- Readers: Everyone
Visual Planning: Let's Think Only with Images
Yi Xu, Chengzu Li, Han Zhou, Xingchen Wan, Caiqi Zhang, Anna Korhonen, Ivan Vulić
- ICLR 2026 Oral
- Readers: Everyone
Bootstrapping World Models from Dynamics Models in Multimodal Foundation Models
Yifu QIU, Yftah Ziser, Anna Korhonen, Shay B Cohen, Edoardo Ponti
- LAW
- Readers: Everyone
Beyond the Final Layer: Intermediate Representations for Better Multilingual Calibration in Large Language Models
Ej Zhou, Caiqi Zhang, Tiancheng Hu, Chengzu Li, Nigel Collier, Ivan Vulić, Anna Korhonen
- Mech Interp Workshop (NeurIPS 2025) Poster
- Readers: Everyone
Explainability and Interpretability of Multilingual Large Language Models: A Survey
Lucas Resck, Isabelle Augenstein, Anna Korhonen
- OpenReview Archive Direct Upload
- Readers: Everyone
Cultural Learning-Based Culture Adaptation of Language Models
Chen Cecilia Liu, Anna Korhonen, Iryna Gurevych
- OpenReview Archive Direct Upload
- Readers: Everyone
Visual Planning: Let's Think Only with Images
Yi Xu, Chengzu Li, Han Zhou, Xingchen Wan, Caiqi Zhang, Anna Korhonen, Ivan Vulić
- FMEA @ CVPR 2025 Poster
- Readers: Everyone

View all 66 publications

Co-Authors

View all 85 co-authors