| Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators Y Liu*, H Zhou*, Z Guo, E Shareghi, I Vulic, A Korhonen, N Collier Conference on Language Modeling (COLM) 1, 2024 | 48 | 2024 |
| Batch Calibration: Rethinking Calibration for In-Context Learning and Prompt Engineering H Zhou, X Wan, L Proleev, D Mincu, J Chen, K Heller, S Roy International Conference on Learning Representations (ICLR) 12, 2024 | 48 | 2024 |
| AutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-Tuning H Zhou, X Wan, I Vulić, A Korhonen Transactions of the Association for Computational Linguistics (TACL) 12, 525-542, 2024 | 45 | 2024 |
| GreenPLM: Cross-lingual transfer of monolingual pre-trained language models at almost no cost Q Zeng, L Garay, P Zhou, D Chong, Y Hua, J Wu, Y Pan, H Zhou, R Voigt, ... International Joint Conference on Artificial Intelligence (IJCAI) 32, 2023 | 18* | 2023 |
| Survival of the Most Influential Prompts: Efficient Black-Box Prompt Search via Clustering and Pruning H Zhou, X Wan, I Vulić, A Korhonen Findings of the Association for Computational Linguistics (EMNLP), 2023 | 16 | 2023 |
| Multi3WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems S Hu*, H Zhou*, M Hergul, M Gritta, G Zhang, I Iacobacci, I Vulić, ... Transactions of the Association for Computational Linguistics (TACL) 11 …, 2023 | 14 | 2023 |
| Can Large Language Models Achieve Calibration with In-Context Learning? C Li, H Zhou, G Glavaš, A Korhonen, I Vulić ICLR 2024 Workshop on Reliable and Responsible Foundation Models (ICLR R2-FM), 2023 | 10* | 2023 |
| Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments H Zhou, X Wan, Y Liu, N Collier, I Vulić, A Korhonen Empirical Methods in Natural Language Processing (EMNLP), 2024 | 9 | 2024 |
| TopViewRS: Vision-Language Models as Top-View Spatial Reasoners C Li, C Zhang, H Zhou, N Collier, A Korhonen, I Vulić Empirical Methods in Natural Language Processing (EMNLP) Oral, 2024 | 8 | 2024 |
| A Systematic Study of Performance Disparities in Multilingual Task-Oriented Dialogue Systems S Hu, H Zhou, M Yuan, M Gritta, G Zhang, I Iacobacci, A Korhonen, I Vulić Empirical Methods in Natural Language Processing (EMNLP), 2023 | 7 | 2023 |
| XQA-DST: Multi-Domain and Multi-Lingual Dialogue State Tracking H Zhou, I Iacobacci, P Minervini Findings of the Association for Computational Linguistics (EACL) 17, 2023 | 5 | 2023 |
| From Few to Many: Self-Improving Many-Shot Reasoners Through Iterative Optimization and Generation X Wan, H Zhou, R Sun, H Nakhost, K Jiang, SÖ Arık International Conference on Learning Representations (ICLR) 13, 2025 | 1 | 2025 |
| Multi-Agent Design: Optimizing Agents with Better Prompts and Topologies H Zhou, X Wan, R Sun, H Palangi, S Iqbal, I Vulić, A Korhonen, SÖ Arık arXiv preprint arXiv:2502.02533, 2025 | | 2025 |
Ivan VulićGoogle DeepMind & University of CambridgeVerified email at cam.ac.uk
