Han Zhou

Biography

I am a first-year PhD student in Computation, Cognition, and Language (NLP) at Language and Technology Lab and a member of Downing College, University of Cambridge. I am supervised by Dr Ivan Vulic and Prof Anna Korhonen. I am also a student researcher at Google Research, collaborating with Google DeepMind.

Before starting my PhD, I was an undergraduate student reading Engineering Science at St Hilda’s College, University of Oxford. I received my second Master degree in MSc Machine Learning, University College London. I graduated top of my class.

I am always interested in modular, efficient, and reward-driven responsible intelligence.

Interests

Education

PhD in Computation, Cognition, and Language, Oct 2022 -

University of Cambridge
MSc in Machine Learning, 2020 - 2021

University College London
BA, MEng in Engineering Science, 2015 - 2019

University of Oxford

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Songbo Hu, Han Zhou, Mete Hergul, Milan Gritta, Guchun Zhang, Ignacio Iacobacci, Ivan Vulić, Anna Korhonen (2023). Multi3WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems. Transactions of the Association for Computational Linguistics (TACL).

Han Zhou, Xingchen Wan, Ivan Vulić, Anna Korhonen (2023). AutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-Tuning. arXiv:2301.12132.

Qingcheng Zeng, Lucas Garay, Peilin Zhou, Dading Chong, Yining Hua, Jiageng Wu, Yikang Pan, Han Zhou, Rob Voigt, Jie Yang (2023). GreenPLM: Cross-Lingual Transfer of Monolingual Large Language Models at Almost No Cost. The 32nd International Joint Conference on Artificial Intelligence (IJCAI).

Han Zhou, Ignacio Iacobacci, Pasquale Minervini (2023). XQA-DST: Multi-Domain and Multi-Lingual Dialogue State Tracking. Findings of the Association for Computational Linguistics (EACL).