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Contrastive Learning for Source Code with Structural and Functional Properties


Oct 08, 2021
Yangruibo Ding, Luca Buratti, Saurabh Pujar, Alessandro Morari, Baishakhi Ray, Saikat Chakraborty


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Project CodeNet: A Large-Scale AI for Code Dataset for Learning a Diversity of Coding Tasks


May 25, 2021
Ruchir Puri, David S. Kung, Geert Janssen, Wei Zhang, Giacomo Domeniconi, Vladmir Zolotov, Julian Dolby, Jie Chen, Mihir Choudhury, Lindsey Decker, Veronika Thost, Luca Buratti, Saurabh Pujar, Ulrich Finkler

* 11 Pages including references, 10 pages of appendix 

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D2A: A Dataset Built for AI-Based Vulnerability Detection Methods Using Differential Analysis


Feb 16, 2021
Yunhui Zheng, Saurabh Pujar, Burn Lewis, Luca Buratti, Edward Epstein, Bo Yang, Jim Laredo, Alessandro Morari, Zhong Su

* Accepted to the 43rd International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP '21) 

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Exploring Software Naturalness through Neural Language Models


Jun 24, 2020
Luca Buratti, Saurabh Pujar, Mihaela Bornea, Scott McCarley, Yunhui Zheng, Gaetano Rossiello, Alessandro Morari, Jim Laredo, Veronika Thost, Yufan Zhuang, Giacomo Domeniconi


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Exploring Software Naturalness throughNeural Language Models


Jun 22, 2020
Luca Buratti, Saurabh Pujar, Mihaela Bornea, Scott McCarley, Yunhui Zheng, Gaetano Rossiello, Alessandro Morari, Jim Laredo, Veronika Thost, Yufan Zhuang, Giacomo Domeniconi


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