Han Zhou

Han Zhou

PhD student at the University of Cambridge

University of Cambridge

Biography

I am glad to join the Language and Technology Lab to start my PhD journey as a member of Downing College, University of Cambridge. I am supervised by Dr Ivan Vulic and Prof Anna Korhonen.

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.

My current research interests are efficient NLP. I am always exploring for more modular, parameter-efficient, and transferable approaches in the field of ML.

Recent News

  • Jan 2023: Paper accepted at EACL 2023.
  • Oct 2022: I am reviewing for EMNLP 2022.
  • Oct 2022: Start my PhD at LTL.
Interests
  • Parameter-Efficient Fine-Tuning
  • Large Language Model Reasoning
  • Task-oriented Dialogue Systems
  • Multi-Lingual NLP
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

Selected Publications

Quickly discover relevant content by filtering publications.
(2023). AutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-Tuning. arXiv:2301.12132.

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(2022). XQA-DST: Multi-Domain and Multi-Lingual Dialogue State Tracking. Findings of EACL 2023.

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Experience

 
 
 
 
 
Research Intern
Mar 2022 – Sep 2022 Cambridge, UK
Multi-lingual Dialogue Systems.
 
 
 
 
 
Research Assistant
Feb 2022 – Apr 2022 Hangzhou, China
Cross-Lingual Pre-trained Language Models.
 
 
 
 
 
Research Student
May 2021 – Jan 2022 London, UK
Task-oriented Dialogue System, Low-resource NLP.
 
 
 
 
 
Game Designer
Jul 2019 – Aug 2020 Shenzhen, China
Game System Design and AI Developments.
 
 
 
 
 
Research Intern
Jul 2018 – Sep 2018 Cowley, UK
Multi-Object Detection and Tracking.
 
 
 
 
 
Research Intern
Jul 2017 – Sep 2017 Oxford, UK
Degradation Estimation of Lead-Acid Batteries.

Contact

  • hz416 [at] cam.ac.uk
  • LTL, University of Cambridge, UK