Han Zhou

According to our database, Han Zhou authored at least 18 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Visual Planning: Let's Think Only with Images.

Yi Xu, Chengzu Li, Han Zhou, Xingchen Wan, Caiqi Zhang, Anna Korhonen, Ivan Vulic

CoRR, May, 2025

Multi-Agent Design: Optimizing Agents with Better Prompts and Topologies.

Han Zhou, Xingchen Wan, Ruoxi Sun, Hamid Palangi, Shariq Iqbal, Ivan Vulic, Anna Korhonen, Sercan Ö. Arik

CoRR, February, 2025

From Few to Many: Self-Improving Many-Shot Reasoners Through Iterative Optimization and Generation.

Xingchen Wan, Han Zhou, Ruoxi Sun, Hootan Nakhost, Ke Jiang, Sercan Ö. Arik

CoRR, February, 2025

From Few to Many: Self-Improving Many-Shot Reasoners Through Iterative Optimization and Generation.

Xingchen Wan, Han Zhou, Ruoxi Sun, Sercan Ö. Arik

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Large Language Models are Miscalibrated In-Context Learners.

Chengzu Li, Han Zhou, Goran Glavas, Anna Korhonen, Ivan Vulic

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

AutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-Tuning.

Han Zhou, Xingchen Wan, Ivan Vulic, Anna Korhonen

Trans. Assoc. Comput. Linguistics, 2024

Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators.

Yinhong Liu, Han Zhou, Zhijiang Guo, Ehsan Shareghi, Ivan Vulic, Anna Korhonen, Nigel Collier

CoRR, 2024

Batch Calibration: Rethinking Calibration for In-Context Learning and Prompt Engineering.

Han Zhou, Xingchen Wan, Lev Proleev, Diana Mincu, Jilin Chen, Katherine A. Heller, Subhrajit Roy

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments.

Han Zhou, Xingchen Wan, Yinhong Liu, Nigel Collier, Ivan Vulic, Anna Korhonen

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

TopViewRS: Vision-Language Models as Top-View Spatial Reasoners.

Chengzu Li, Caiqi Zhang, Han Zhou, Nigel Collier, Anna Korhonen, Ivan Vulic

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

Multi 3 WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems.

Songbo Hu, Han Zhou, Mete Hergul, Milan Gritta, Guchun Zhang, Ignacio Iacobacci, Ivan Vulic, Anna Korhonen

Trans. Assoc. Comput. Linguistics, 2023

On Task Performance and Model Calibration with Supervised and Self-Ensembled In-Context Learning.

Chengzu Li, Han Zhou, Goran Glavas, Anna Korhonen, Ivan Vulic

CoRR, 2023

Multi3WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems.

Songbo Hu, Han Zhou, Mete Hergul, Milan Gritta, Guchun Zhang, Ignacio Iacobacci, Ivan Vulic, Anna Korhonen

CoRR, 2023

GreenPLM: Cross-Lingual Transfer of Monolingual Pre-Trained Language Models at Almost No Cost.

Qingcheng Zeng, Lucas Garay, Peilin Zhou, Dading Chong, Yining Hua, Jiageng Wu, Yikang Pan, Han Zhou, Rob Voigt, Jie Yang

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Survival of the Most Influential Prompts: Efficient Black-Box Prompt Search via Clustering and Pruning.

Han Zhou, Xingchen Wan, Ivan Vulic, Anna Korhonen

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

A Systematic Study of Performance Disparities in Multilingual Task-Oriented Dialogue Systems.

Songbo Hu, Han Zhou, Moy Yuan, Milan Gritta, Guchun Zhang, Ignacio Iacobacci, Anna Korhonen, Ivan Vulic

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

XQA-DST: Multi-Domain and Multi-Lingual Dialogue State Tracking.

Han Zhou, Ignacio Iacobacci, Pasquale Minervini

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

2022

GreenPLM: Cross-lingual pre-trained language models conversion with (almost) no cost.

Qingcheng Zeng, Lucas Garay, Peilin Zhou, Dading Chong, Yining Hua, Jiageng Wu, Yikang Pan, Han Zhou, Jie Yang

CoRR, 2022