Jianbo Dai's

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Jianbo Dai

profile Hello! I am a research engineer focusing on NLP at Huawei Noah's Ark Lab. I Got my Master Degree in Artificial Intelligence from School of Informatics of University of Edinburgh where I learned machine learning and natural language processing. Previously, I had bachelors in University of Manchester and Dalian University of Technology but majored in Chemical Engineering. I used to be luckily supervised by Sharon Golderwater for my master project on Morphological Analysis and Lemmatization. I also had an experience of doing summer research about semantic parsing of SQL with researchers from Yale LILY Group. My research interest basically falls in code intelligence and foundation models(LLM).

To find more information about me, you can take a look at my CV (English / Chinese), updated 2020.07).

News

Publications

  • EffiLearner: Enhancing Efficiency of Generated Code via Self-Optimization
    Dong HUANG*, Jianbo Dai*, Han Weng, Puzhen Wu, Yuhao QING, Heming Cui, Zhijiang Guo, Jie Zhang
    Accepted at NeurIPS 2024
    effilearner
    [Paper][Code]
  • AutoPSV: Automated Process-Supervised Verifier
    Jianqiao Lu, Zhiyang Dou, Hongru WANG, Zeyu Cao, Jianbo Dai, Yunlong Feng, Zhijiang Guo
    Accepted at NeurIPS 2024
    autopsv
    [Paper][Code]
  • MR-Ben: A Meta-Reasoning Benchmark for Evaluating System-2 Thinking in LLMs
    Zhongshen Zeng, Yinhong Liu, Yingjia Wan, Jingyao Li, Pengguang Chen, Jianbo Dai, Yuxuan Yao, Rongwu Xu, Zehan Qi, Wanru Zhao, Linling Shen, Jianqiao Lu, Haochen Tan, Yukang Chen, Hao Zhang, Zhan Shi, Bailin Wang, Zhijiang Guo, Jiaya Jia
    Accepted at NeurIPS 2024
    mrben
    [Paper][Code][Website]
  • MHPP: EXPLORING CAPABILITIES AND LIMITATIONS OF LANGUAGE MODELS BEYOND BASIC CODE GENERATION
    Jianbo Dai*, Jianqiao Lu*, Yunlong Feng, Dong Huang, Guangtao Zeng, Rongju Ruan, Ming Cheng, Haochen Tan, Zhijiang Guo
    Arxiv
    mhpp
    [Paper][Code][Leaderboard]
  • Effi-Code: Unleashing Code Efficiency in Language Models
    Dong Huang*, Guangtao Zeng*, Jianbo Dai, Meng Luo, Han Weng, Yuhao Qing, Heming Cui, Zhijiang Guo, Jie M. Zhang
    Arxiv
    efficode
    [Paper][Code]

Contact Information

email me here: jianbodai819@gmail.com

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