PPaperPicks

Anna Korhonen

University of Cambridge, Language Technology Laboratory, UK

25 papers at tracked venues · 10 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-3692-3144 ↗Google Scholar ↗Homepage ↗

Venues

EMNLP ×10ACL ×8NAACL ×3AAAI ×1EACL ×1NeurIPS ×1RecSys ×1

Frequent coauthors

Ivan Vulic
×9
Barbara Plank
×5
Yifu Qiu
×4
Yftah Ziser
×4
Shay B. Cohen
×4
Beiduo Chen
×4
Edoardo Maria Ponti
×3
Songbo Hu
×3
Yinhong Liu
×3
Zheng Zhao
×3
Han Zhou
×3
Abdullatif Köksal
×3

Papers

  1. Can VLMs Predict Future States? Bootstrapping World Models from Inverse Dynamics
    ACL 2026 ·
    Yifu Qiu
    ,
    Yftah Ziser
    , Anna Korhonen,
    Shay B. Cohen
    ,
    Edoardo M. Ponti
  2. Decoupling the Effect of Chain-of-Thought Reasoning: A Human Label Variation Perspective
    ACL 2026 ·
    Beiduo Chen
    ,
    Tiancheng Hu
    ,
    Caiqi Zhang
    ,
    Robert Litschko
    , Anna Korhonen,
    Barbara Plank
  3. Dial HEALTHDIAL for Advice: A Multilingual and Multi-Parallel Spoken Dialogue Dataset for Knowledge-Grounded Information Seeking
    ACL 2026 ·
    Songbo Hu
    ,
    Yinhong Liu
    ,
    Ej Zhou
    ,
    Evgeniia Razumovskaia
    ,
    Xiaobin Wang
    ,
    Alexander Fraser
    ,
    Ivan Vulic
    , Anna Korhonen
  4. When Meanings Meet: Investigating the Emergence and Quality of Shared Concept Spaces during Multilingual Language Model Training
    EACL 2026 ·
    Felicia Körner
    ,
    Max Müller-Eberstein
    , Anna Korhonen,
    Barbara Plank
  5. A Rose by Any Other Name: LLM-Generated Explanations Are Good Proxies for Human Explanations to Collect Label Distributions on NLI
    ACL 2025 ·
    Beiduo Chen
    ,
    Siyao Peng
    , Anna Korhonen,
    Barbara Plank
  6. Cultural Learning-Based Culture Adaptation of Language Models
    ACL 2025 ·
    Chen Cecilia Liu
    , Anna Korhonen,
    Iryna Gurevych
  7. Explainability and Interpretability of Multilingual Large Language Models: A Survey
    EMNLP 2025 ·
    Lucas Resck
    ,
    Isabelle Augenstein
    , Anna Korhonen
  8. Improving Preference Extraction In LLMs By Identifying Latent Knowledge Through Classifying Probes
    ACL 2025 ·
    Sharan Maiya
    ,
    Yinhong Liu
    ,
    Ramit Debnath
    , Anna Korhonen
  9. Iterative Multilingual Spectral Attribute Erasure
    EMNLP 2025 ·
    Shun Shao
    ,
    Yftah Ziser
    ,
    Zheng Zhao
    ,
    Yifu Qiu
    ,
    Shay B. Cohen
    , Anna Korhonen
  10. Large Language Models are Miscalibrated In-Context Learners
    ACL 2025 ·
    Chengzu Li
    ,
    Han Zhou
    ,
    Goran Glavas
    , Anna Korhonen,
    Ivan Vulic
  11. Quantifying Language Disparities in Multilingual Large Language Models
    EMNLP 2025 ·
    Songbo Hu
    ,
    Ivan Vulic
    , Anna Korhonen
  12. Threading the Needle: Reweaving Chain-of-Thought Reasoning to Explain Human Label Variation
    EMNLP 2025 ·
    Beiduo Chen
    ,
    Yang Janet Liu
    , Anna Korhonen,
    Barbara Plank
  13. "Seeing the Big through the Small": Can LLMs Approximate Human Judgment Distributions on NLI from a Few Explanations?
    EMNLP 2024 ·
    Beiduo Chen
    ,
    Xinpeng Wang
    ,
    Siyao Peng
    ,
    Robert Litschko
    , Anna Korhonen,
    Barbara Plank
  14. Are Large Language Model Temporally Grounded?
    NAACL 2024 ·
    Yifu Qiu
    ,
    Zheng Zhao
    ,
    Yftah Ziser
    , Anna Korhonen,
    Edoardo Maria Ponti
    ,
    Shay B. Cohen
  15. CALRec: Contrastive Alignment of Generative LLMs for Sequential Recommendation
    RecSys 2024 ·
    Yaoyiran Li
    ,
    Xiang Zhai
    ,
    Moustafa Alzantot
    ,
    Keyi Yu
    ,
    Ivan Vulic
    , Anna Korhonen,
    Mohamed Hammad
  16. DIALIGHT: Lightweight Multilingual Development and Evaluation of Task-Oriented Dialogue Systems with Large Language Models
    NAACL 2024 ·
    Songbo Hu
    ,
    Xiaobin Wang
    ,
    Moy Yuan
    , Anna Korhonen,
    Ivan Vulic
  17. Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments
    EMNLP 2024 ·
    Han Zhou
    ,
    Xingchen Wan
    ,
    Yinhong Liu
    ,
    Nigel Collier
    ,
    Ivan Vulic
    , Anna Korhonen
  18. LongForm: Effective Instruction Tuning with Reverse Instructions
    EMNLP 2024 ·
    Abdullatif Köksal
    ,
    Timo Schick
    , Anna Korhonen,
    Hinrich Schütze
  19. SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU
    NAACL 2024 ·
    Evgeniia Razumovskaia
    ,
    Goran Glavas
    , Anna Korhonen,
    Ivan Vulic
  20. Self-Augmented In-Context Learning for Unsupervised Word Translation
    ACL 2024 ·
    Yaoyiran Li
    , Anna Korhonen,
    Ivan Vulic
  21. Spectral Editing of Activations for Large Language Model Alignment
    NeurIPS 2024 ·
    Yifu Qiu
    ,
    Zheng Zhao
    ,
    Yftah Ziser
    , Anna Korhonen,
    Edoardo Maria Ponti
    ,
    Shay B. Cohen
  22. SynthEval: Hybrid Behavioral Testing of NLP Models with Synthetic Evaluation
    EMNLP 2024 ·
    Raoyuan Zhao
    ,
    Abdullatif Köksal
    ,
    Yihong Liu
    ,
    Leonie Weissweiler
    , Anna Korhonen,
    Hinrich Schütze
  23. TopViewRS: Vision-Language Models as Top-View Spatial Reasoners
    EMNLP 2024 ·
    Chengzu Li
    ,
    Caiqi Zhang
    ,
    Han Zhou
    ,
    Nigel Collier
    , Anna Korhonen,
    Ivan Vulic
  24. TurkishMMLU: Measuring Massive Multitask Language Understanding in Turkish
    EMNLP 2024 ·
    Arda Yüksel
    ,
    Abdullatif Köksal
    ,
    Lütfi Kerem Senel
    , Anna Korhonen,
    Hinrich Schütze
  25. Your Prompt Is My Command: On Assessing the Human-Centred Generality of Multimodal Models (Abstract Reprint)
    AAAI 2024 ·
    Wout Schellaert
    ,
    Fernando Martínez-Plumed
    ,
    Karina Vold
    ,
    John Burden
    ,
    Pablo A. M. Casares
    ,
    Bao Sheng Loe
    ,
    Roi Reichart
    ,
    Seán Ó hÉigeartaigh
    , Anna Korhonen,
    José Hernández-Orallo