Alex Gu

基本信息

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Bio

My research interests are to improve the capabilities of AI systems on tasks like programming and mathematics through methods such as neurosymbolic programming.

Research Interests

Papers共 19 篇Author StatisticsCo-AuthorSimilar Experts

By YearBy Citation主题筛选期刊级别筛选合作者筛选合作机构筛选

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, Nii Osae Osae Dade,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)

Cited0Views0EIBibtex

LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code

Naman Jain, King Han,Alex Gu,Wen-Ding Li, Fanjia Yan,Tianjun Zhang,Sida Wang,Armando Solar-Lezama,Koushik Sen,Ion Stoica

CoRR (2024)

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The Disagreement Problem in Explainable Machine Learning: A Practitioner's Perspective

Satyapriya Krishna,Tessa Han,Alex Gu,Steven Wu,Shahin Jabbari,Himabindu Lakkaraju

Trans Mach Learn Res (2024)

Cited9Views0EIBibtex

The Counterfeit Conundrum: Can Code Language Models Grasp the Nuances of Their Incorrect Generations

Alex Gu,Wen-Ding Li,Naman Jain,Theo X. Olausson,Celine Lee,Koushik Sen,Armando Solar-Lezama

Findings of the Association for Computational Linguistics ACL 2024pp.74-117, (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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Language Agnostic Code Embeddings

Saiteja Utpala,Alex Gu,Pin-Yu Chen

NAACL-HLTpp.678-691, (2024)

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CRUXEval: A Benchmark for Code Reasoning, Understanding and Execution

Alex Gu,Baptiste Roziere,Hugh Leather,Armando Solar-Lezama,Gabriel Synnaeve,Sida Wang

ICML（2024）

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Min-Max Multi-objective Bilevel Optimization with Applications in Robust Machine Learning

Alex Gu,Songtao Lu,Parikshit Ram,Tsui-Wei Weng

ICLR 2023（2023）

Cited2Views0EIBibtex

LINC: A Neurosymbolic Approach for Logical Reasoning by Combining Language Models with First-Order Logic Provers

Theo Olausson,Alex Gu,Ben Lipkin,Cedegao Zhang,Armando Solar-Lezama,Joshua Tenenbaum,Roger Levy

EMNLP 2023（2023）

Cited1Views0Bibtex

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Ph.D

Papers共 19 篇Author StatisticsCo-AuthorSimilar Experts