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Glad to meet you here! I am Zhoujun Cheng, a second-year Master student at Shanghai Jiao Tong University (SJTU) advised by Prof. Fan Cheng. Before that, I received the B.S. degree in computer science (IEEE class) at SJTU. Currently, I work as a research assistant in HKUNLP group advised by Prof. Tao Yu. I also worked closely with Senior Researcher Haoyu Dong in Microsoft Research Asia. My research interest lies in NLP, especially LLM-powered language agents, code generation, semantic parsing, and structured knowledge grounding. I am looking for a Ph.D. position starting from 2024 Fall. Please feel free to contact me if you are interested in my research.
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OpenAgents is a platform for LLM-powered Agents, serving as user-centric intelligent agents and are easily deployed locally. We developed agents targeting three real-world scenarios, including: demo | code | docs | twitter |
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Tianbao Xie*, Fan Zhou*, Zhoujun Cheng*, Peng Shi*, Luoxuan Weng*, Yitao Liu*, Toh Jing Hua, Junning Zhao, Qian Liu, Che Liu, Leo Z. Liu, Yiheng Xu, Hongjin Su, Dongchan Shin, Caiming Xiong, Tao Yu Preprint 10.2023 pdf | code | demo | docs An open platform for using, hosting, and building language agents. |
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Zhoujun Cheng*, Tianbao Xie*, Peng Shi, Chengzu Li, Rahul Nadkarni, Yushi Hu, Caiming Xiong, Dragomir Radev, Mari Ostendorf, Luke Zettlemoyer, Noah A. Smith, Tao Yu ICLR 2023 (Spotlight) pdf | code | demo A training-free neural-symbolic framework mapping task inputs to programs. |
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Zhoujun Cheng, Jungo Kasai, Tao Yu EMNLP 2023 Industry Track pdf | code A simple prompting approach that enables the LLMs to run inference in batches to save budgets&time. |
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Fan Zhou, Mengkang Hu, Haoyu Dong, Zhoujun Cheng, Shi Han, Dongmei Zhang EMNLP 2022 (Oral) pdf | code Precomputing aggregation/arithmetic results to assist table numerical reasoning. |
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Zhoujun Cheng*, Haoyu Dong*, Zhiruo Wang*, Ran Jia, Jiaqi Guo, Yan Gao, Shi Han, Jian-Guang Lou, Dongmei Zhang ACL 2022 pdf | code | dataset A hierarchical table dataset for question answering and natural language generation. |
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Zhoujun Cheng*, Haoyu Dong*, Ran Jia, Pengfei Wu, Shi Han, Fan Cheng, Dongmei Zhang ACL 2022 pdf | code Adopting spreadsheet formulas to enhance numerical reasoning skills of table modeling. |
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Haoyu Dong, Zhoujun Cheng, Xinyi He, Mengyu Zhou, Anda Zhou, Fan Zhou, Ao Liu, Shi Han, Dongmei Zhang IJCAI 2022 Survey Track A survey on various tabular models, especially on the pretrained transformers. |
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Yang You, Yujing Lou*, Chengkun Li*, Zhoujun Cheng, Liangwei Li, Lizhuang Ma, Cewu Lu, Weiming Wang CVPR 2020 pdf | code A large-scale and diverse 3D keypoint dataset. |
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Yujing Lou*, Yang You*, Chengkun Li*, Zhoujun Cheng, Liangwei Li, Lizhuang Ma, Weiming Wang, Cewu Lu ECCV 2020 pdf | code Learning dense semantic correspondences on 3D objects. |
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I am a fan of NBA and enjoy playing basketball. I would like to highly recommend a Sina Weibo blogger @旋猫, who provides professional and insightful analysis on NBA in China.
I also have fun with Dota2 (usually watch games rather than playing it myself, a.k.a. 云玩家)
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