What does the User Want? Information Gain for Hierarchical Dialogue Policy Optimisation. - Christian Geishauser; Songbo Hu; Hsien-Chin Lin; Nurul Lubis; Michael Heck; Shutong Feng; Carel van Niekerk; Milica Gasic (ASRU, 2021)

Domain-independent User Simulation with Transformers for Task-oriented Dialogue Systems. - Hsien-Chin Lin; Nurul Lubis; Songbo Hu; Carel van Niekerk; Christian Geishauser; Michael Heck; Shutong Feng; Milica Gasic (SIGDIAL, 2021)

Automation and optimization in crane lift planning: A critical review. - Songbo Hu; Yihai Fang; Yu Bai (Adv. Eng. Informatics, 2021)

Spatial Spillover Effect of Government Public Health Spending on Regional Economic Growth during the COVID-19 Pandemic: An Evidence from China. - Xiaofei Li; Fen Chen; Songbo Hu (Complex., 2021)

Can Pretrained Language Models (Yet) Reason Deductively? - Zhangdie Yuan; Songbo Hu; Ivan Vulic; Anna Korhonen; Zaiqiao Meng (EACL, 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)

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)

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)

Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue Systems. - Songbo Hu; Ivan Vulic; Fangyu Liu 001; Anna Korhonen (LREC/COLING, 2024)

DIALIGHT: Lightweight Multilingual Development and Evaluation of Task-Oriented Dialogue Systems with Large Language Models. - Songbo Hu; Xiaobin Wang; Moy Yuan; Anna Korhonen; Ivan Vulic (NAACL (Demonstrations), 2024)

DIALIGHT: Lightweight Multilingual Development and Evaluation of Task-Oriented Dialogue Systems with Large Language Models. - Songbo Hu; Xiaobin Wang; Zhangdie Yuan; Anna Korhonen; Ivan Vulic (CoRR, 2024)

Large Language Models and Thematic Analysis: Human-AI Synergy in Researching Hate Speech on Social Media. - Petre Breazu; Miriam Schirmer; Songbo Hu; Napoleon Katsos (CoRR, 2024)

DOGlove: Dexterous Manipulation with a Low-Cost Open-Source Haptic Force Feedback Glove. - Han Zhang; Songbo Hu; Zhecheng Yuan; Huazhe Xu (CoRR, 2025)