Terry Yue Zhuo - Sea AI Lab;Singapore Management University;Data61, CSIRO;Department of Data Science and AI, Monash University

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Bio

My research is around artificial intelligence for language processing, including natural language and programming language. I have been training and evaluating large language models of code these days (see BigCode for more info), trying to make them more interpretable (probing), practical (API invocation) and safer (vulnerability, attack, defense).

Research Interests

Papers共 31 篇Author StatisticsCo-AuthorSimilar Experts

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Chain-of-Thought in Neural Code Generation: from and for Lightweight Language Models

Guang Yang,Yu Zhou,Xiang Chen,Xiangyu Zhang,Terry Yue Zhuo,Taolue Chen

IEEE Transactions on Software Engineeringpp.1-21, (2024)

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StarCoder 2 and the Stack V2: the Next Generation

Anton Lozhkov,Raymond Li,Loubna Ben Allal,Federico Cassano,Joel Lamy-Poirier,Nouamane Tazi, Ao Tang, Dmytro Pykhtar,Jiawei Liu,Yuxiang Wei,Tianyang Liu, Max Tian,Denis Kocetkov,Arthur Zucker,Younes Belkada,Zijian Wang,Qian Liu,Dmitry Abulkhanov,Indraneil Paul, Zhuang Li,Wen-Ding Li, Megan Risdal,Jia Li,Jian Zhu,Terry Yue Zhuo,Evgenii Zheltonozhskii, Osae,Wenhao Yu, Lucas Krauß,Naman Jain,Yixuan Su,Xuanli He,Manan Dey, Edoardo Abati,Yekun Chai,Niklas Muennighoff,Xiangru Tang, Muhtasham Oblokulov,Christopher Akiki,Marc Marone,Chenghao Mou,Mayank Mishra,Alex Gu,Binyuan Hui,Tri Dao,Armel Zebaze,Olivier Dehaene, Nicolas Patry,Canwen Xu,Julian McAuley,Han Hu,Torsten Scholak,Sebastien Paquet, Jennifer Robinson,Carolyn Jane Anderson,Nicolas Chapados,Mostofa Patwary,Nima Tajbakhsh,Yacine Jernite,Carlos Muñoz Ferrandis,Lingming Zhang,Sean Hughes,Thomas Wolf,Arjun Guha,Leandro von Werra,Harm de Vries

CoRR (2024)

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Robustness, Security, Privacy, Explainability, Efficiency, and Usability of Large Language Models for Code

Zhou Yang,Zhensu Sun,Terry Zhuo Yue,Premkumar Devanbu,David Lo

CoRR (2024)

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Less is More: DocString Compression in Code Generation

Guang Yang,Yu Zhou, Wei Cheng,Xiangyu Zhang,Xiang Chen,Terry Yue Zhuo,Ke Liu,Xin Zhou, David Lo, Taolue Chen

arxiv（2024）

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BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions

Terry Yue Zhuo,Minh Chien Vu,Jenny Chim,Han Hu,Wenhao Yu,Ratnadira Widyasari,Imam Nur Bani Yusuf,Haolan Zhan,Junda He,Indraneil Paul, Simon Brunner, Chen Gong,Thong Hoang,Armel Randy Zebaze, Xiaoheng Hong,Wen-Ding Li, Jean Kaddour, Ming Xu,Zhihan Zhang,Prateek Yadav,Naman Jain,Alex Gu,Zhoujun Cheng,Jiawei Liu,Qian Liu, Zijian Wang,David Lo,Binyuan Hui,Niklas Muennighoff,Daniel Fried,Xiaoning Du,Harm de Vries,Leandro Von Werra

CoRR (2024)

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Aurora-M: the First Open Source Multilingual Language Model Red-teamed According to the U.S. Executive Order

Taishi Nakamura,Mayank Mishra,Simone Tedeschi,Yekun Chai, Jason T Stillerman,Felix Friedrich,Prateek Yadav,Tanmay Laud,Vu Minh Chien,Terry Yue Zhuo,Diganta Misra,Ben Bogin,Xuan-Son Vu,Marzena Karpinska, Arnav Varma Dantuluri,Wojciech Kusa,Tommaso Furlanello,Rio Yokota,Niklas Muennighoff,Suhas Pai,Tosin Adewumi,Veronika Laippala,Xiaozhe Yao, Adalberto Junior, Alpay Ariyak,Aleksandr Drozd,Jordan Clive,Kshitij Gupta, Liangyu Chen, Qi Sun, Ken Tsui, Noah Persaud,Nour Fahmy,Tianlong Chen,Mohit Bansal, Nicolo Monti, Tai Dang,Ziyang Luo, Tien-Tung Bui,Roberto Navigli,Virendra Mehta, Matthew Blumberg,Victor May, Huu Nguyen,Sampo Pyysalo

arXiv (Cornell University) (2024)

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DeCE: Deceptive Cross-Entropy Loss Designed for Defending Backdoor Attacks

Guang Yang,Yu Zhou,Xiang Chen,Xiangyu Zhang,Terry Yue Zhuo,David Lo,Taolue Chen

CoRR (2024)

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OctoPack: Instruction Tuning Code Large Language Models

Niklas Muennighoff,Qian Liu,Armel Randy Zebaze,Qinkai Zheng,Binyuan Hui,Terry Yue Zhuo,Swayam Singh,Xiangru Tang,Leandro Von Werra,Shayne Longpre

ICLR 2024 (2024)

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Astraios: Parameter-Efficient Instruction Tuning Code Large Language Models

Terry Yue Zhuo,Armel Zebaze, Nitchakarn Suppattarachai,Leandro von Werra,Harm de Vries,Qian Liu,Niklas Muennighoff

CoRR (2024)

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XFT: Unlocking the Power of Code Instruction Tuning by Simply Merging Upcycled Mixture-of-Experts

Yifeng Ding,Jiawei Liu,Yuxiang Wei,Terry Yue Zhuo,Lingming Zhang

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1 Long Papers)pp.12941-12955, (2024)

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Terry Yue Zhuo(卓越)

Ph.D

Papers共 31 篇Author StatisticsCo-AuthorSimilar Experts