Wangchunshu Zhou

基本信息

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职业迁徙

个人简介

My research interest lies in AGI. My current research goal is to bridge the gap between powerful pre-trained large language models (LLMs) such as GPTs and their impact on the lives of humankind, and develop Language Technology for All.

研究兴趣

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MIMIR: A Streamlined Platform for Personalized Agent Tuning in Domain Expertise

Chunyuan Deng, Xiangru Tang,Yilun Zhao, Hanming Wang, Haoran Wang,Wangchunshu Zhou,Arman Cohan, Mark Gerstein

arxiv（2024）

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CIF-Bench: A Chinese Instruction-Following Benchmark for Evaluating the Generalizability of Large Language Models

Yizhi LI,Ge Zhang, Xingwei Qu, Jiali Li,Zhaoqun Li,Zekun Wang,Hao Li,Ruibin Yuan,Yinghao Ma,Kai Zhang,Wangchunshu Zhou, Yiming Liang,

CoRR (2024)

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Weaver: Foundation Models for Creative Writing

Tiannan Wang, Jiamin Chen, Qingrui Jia, Shuai Wang, Ruoyu Fang, Huilin Wang, Zhaowei Gao, Chunzhao Xie, Chuou Xu, Jihong Dai, Yibin Liu, Jialong Wu,

CoRR (2024)

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LoraRetriever: Input-Aware LoRA Retrieval and Composition for Mixed Tasks in the Wild

Ziyu Zhao,Leilei Gan,Guoyin Wang,Wangchunshu Zhou,Hongxia Yang,Kun Kuang,Fei Wu

CoRR (2024)

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AUTOACT: Automatic Agent Learning from Scratch via Self-Planning

Shuofei Qiao,Ningyu Zhang, Runnan Fang, Yujie Luo,Wangchunshu Zhou,Yuchen Eleanor Jiang,Chengfei Lv,Huajun Chen

CoRR (2024)

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Prioritizing Safeguarding Over Autonomy: Risks of LLM Agents for Science

Xiangru Tang,Qiao Jin,Kunlun Zhu, Tongxin Yuan, Yichi Zhang,Wangchunshu Zhou, Meng Qu,Yilun Zhao,Jian Tang,Zhuosheng Zhang,Arman Cohan, Zhiyong Lu,

CoRR (2024)

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OpenMoE: An Early Effort on Open Mixture-of-Experts Language Models

Fuzhao Xue, Zian Zheng,Yao Fu,Jinjie Ni,Zangwei Zheng,Wangchunshu Zhou,Yang You

CoRR (2024)

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ML-Bench: Evaluating Large Language Models for Code Generation in Repository-Level Machine Learning Tasks

Yuliang Liu,Xiangru Tang,Zefan Cai, Junjie Lu,Yichi Zhang, Yanjun Shao,Zexuan Deng, Helan Hu, Kaikai An, Ruijun Huang,Shuzheng Si, Sheng Chen,

arxiv（2023）

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Agents: An Open-source Framework for Autonomous Language Agents

Wangchunshu Zhou,Yuchen Eleanor Jiang, Long Li, Jialong Wu,Tiannan Wang, Shi Qiu,Jintian Zhang,Jing Chen, Ruipu Wu,Shuai Wang, Shiding Zhu, Jiyu Chen,

CoRR (2023)

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ML-Bench: Large Language Models Leverage Open-source Libraries for Machine Learning Tasks

Y. Liu,Xiangru Tang, Zerong Cai, Jiangang Lu,Yichi Zhang, Yina Shao,Zexuan Deng, He Hu, Zhaoming Yang,Kaikai An, Ruilin Huang,Shuzheng Si,

arXiv (Cornell University) (2023)

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