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 010; Jie Yang 039 (CoRR, 2022)

XQA-DST: Multi-Domain and Multi-Lingual Dialogue State Tracking. - Han Zhou 010; Ignacio Iacobacci; Pasquale Minervini (EACL (Findings), 2023)

A Systematic Study of Performance Disparities in Multilingual Task-Oriented Dialogue Systems. - Songbo Hu; Han Zhou 010; Moy Yuan; Milan Gritta; Guchun Zhang; Ignacio Iacobacci; Anna Korhonen; Ivan Vulic (EMNLP, 2023)

Survival of the Most Influential Prompts: Efficient Black-Box Prompt Search via Clustering and Pruning. - Han Zhou 010; Xingchen Wan; Ivan Vulic; Anna Korhonen (EMNLP (Findings), 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 010; Rob Voigt; Jie Yang 039 (IJCAI, 2023)

Multi3WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems. - Songbo Hu; Han Zhou 010; Mete Hergul; Milan Gritta; Guchun Zhang; Ignacio Iacobacci; Ivan Vulic; Anna Korhonen (CoRR, 2023)

On Task Performance and Model Calibration with Supervised and Self-Ensembled In-Context Learning. - Chengzu Li; Han Zhou 010; Goran Glavas; Anna Korhonen; Ivan Vulic (CoRR, 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 010; Mete Hergul; Milan Gritta; Guchun Zhang; Ignacio Iacobacci; Ivan Vulic; Anna Korhonen (Trans. Assoc. Comput. Linguistics, 2023)

TopViewRS: Vision-Language Models as Top-View Spatial Reasoners. - Chengzu Li; Caiqi Zhang; Han Zhou 010; Nigel Collier; Anna Korhonen; Ivan Vulic (EMNLP, 2024)

Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments. - Han Zhou 010; Xingchen Wan; Yinhong Liu; Nigel Collier; Ivan Vulic; Anna Korhonen (EMNLP, 2024)

Batch Calibration: Rethinking Calibration for In-Context Learning and Prompt Engineering. - Han Zhou 010; Xingchen Wan; Lev Proleev; Diana Mincu; Jilin Chen; Katherine A. Heller; Subhrajit Roy (ICLR, 2024)

Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators. - Yinhong Liu; Han Zhou 010; Zhijiang Guo; Ehsan Shareghi; Ivan Vulic; Anna Korhonen; Nigel Collier (CoRR, 2024)

AutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-Tuning. - Han Zhou 010; Xingchen Wan; Ivan Vulic; Anna Korhonen (Trans. Assoc. Comput. Linguistics, 2024)

Large Language Models are Miscalibrated In-Context Learners. - Chengzu Li; Han Zhou 010; Goran Glavas; Anna Korhonen; Ivan Vulic (ACL (Findings), 2025)

From Few to Many: Self-Improving Many-Shot Reasoners Through Iterative Optimization and Generation. - Xingchen Wan; Han Zhou 010; Ruoxi Sun 002; Sercan Ö. Arik (ICLR, 2025)

From Few to Many: Self-Improving Many-Shot Reasoners Through Iterative Optimization and Generation. - Xingchen Wan; Han Zhou 010; Ruoxi Sun 002; Hootan Nakhost; Ke Jiang; Sercan Ö. Arik (CoRR, 2025)

Multi-Agent Design: Optimizing Agents with Better Prompts and Topologies. - Han Zhou 010; Xingchen Wan; Ruoxi Sun 002; Hamid Palangi; Shariq Iqbal; Ivan Vulic; Anna Korhonen; Sercan Ö. Arik (CoRR, 2025)

Visual Planning: Let's Think Only with Images. - Yi Xu; Chengzu Li; Han Zhou 010; Xingchen Wan; Caiqi Zhang; Anna Korhonen; Ivan Vulic (CoRR, 2025)