Biography

I am a data scientist in the search team of SEEK, Australia. Before joining SEEK, I did my PhD in Computer Science mainly supervised by Prof. J. Shane Culpepper. My research is focused on Information Retrieval and Deep Learning. Before the PhD, I worked as a file system developer at Huawei Technologies.

Interests
  • Information Retrieval
  • Deep Learning
  • Natural Language Processing
Education

  • Ph.D. in Computer Science, 2022

    RMIT University, Australia

  • M.Sc. in Computer Software and Theory, 2012

    Northeastern University, China

  • B.Eng. in Software Engineering, 2010

    Northeastern University, China

Publications

Oleg Zendel, Binsheng Liu, Shane Culpepper, Falk Scholer (2023). Entropy-Based Query Performance Prediction for Neural Information Retrieval Systems. In ECIR QPP++.

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Binsheng Liu, Xiaolu Lu, Shane Culpepper (2021). Strong Natural Language Query Generation. In IRJ.

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Binsheng Liu, Hamed Zamani, Xiaolu Lu, Shane Culpepper (2021). Generalizing Discriminative Retrieval Models using Generative Tasks. In WWW.

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Shane Culpepper, Binsheng Liu (2020). RMIT at TREC Deep Learning Track 2020. In TREC.

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Binsheng Liu, Nick Craswell, Xiaolu Lu, Oren Kurland, J. Shane Culpepper (2019). A Comparative Analysis of Human and Automatic Query Variants. In ICTIR.

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See all

Experience

 
 
 
 
 
Data Scientist
SEEK
October 2021 – Present Melbourne, Australia
Research and develop ranking models for SEEK branded platforms
 
 
 
 
 
Software Engineer / Team Leader
Huawei
July 2012 – October 2016 Chengdu, China
Develop file systems of OceanStor V3 NAS Storage System