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Overwatch: Learning Patterns in Code Edit Sequences


Jul 25, 2022
Yuhao Zhang, Yasharth Bajpai, Priyanshu Gupta, Ameya Ketkar, Miltiadis Allamanis, Titus Barik, Sumit Gulwani, Arjun Radhakrishna, Mohammad Raza, Gustavo Soares, Ashish Tiwari

* 25 pages, 7 Figures, 4 Algorithms, 3 Tables 

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AdaptivePaste: Code Adaptation through Learning Semantics-aware Variable Usage Representations


May 23, 2022
Xiaoyu Liu, Jinu Jang, Neel Sundaresan, Miltiadis Allamanis, Alexey Svyatkovskiy


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NS3: Neuro-Symbolic Semantic Code Search


May 21, 2022
Shushan Arakelyan, Anna Hakhverdyan, Miltiadis Allamanis, Christophe Hauser, Luis Garcia, Xiang Ren


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Is Surprisal in Issue Trackers Actionable?


Apr 15, 2022
James Caddy, Markus Wagner, Christoph Treude, Earl T. Barr, Miltiadis Allamanis

* 8 pages, 1 figure. Submitted to 2022 International Conference on Mining Software Repositories Registered Reports track 

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Deep End-to-end Causal Inference


Feb 04, 2022
Tomas Geffner, Javier Antoran, Adam Foster, Wenbo Gong, Chao Ma, Emre Kiciman, Amit Sharma, Angus Lamb, Martin Kukla, Nick Pawlowski, Miltiadis Allamanis, Cheng Zhang


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HEAT: Hyperedge Attention Networks


Jan 28, 2022
Dobrik Georgiev, Marc Brockschmidt, Miltiadis Allamanis


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VICause: Simultaneous Missing Value Imputation and Causal Discovery with Groups


Oct 15, 2021
Pablo Morales-Alvarez, Angus Lamb, Simon Woodhead, Simon Peyton Jones, Miltiadis Allamanis, Cheng Zhang


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CoRGi: Content-Rich Graph Neural Networks with Attention


Oct 10, 2021
Jooyeon Kim, Angus Lamb, Simon Woodhead, Simon Peyton Jones, Cheng Zheng, Miltiadis Allamanis


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Learning to Generate Code Sketches


Jun 18, 2021
Daya Guo, Alexey Svyatkovskiy, Jian Yin, Nan Duan, Marc Brockschmidt, Miltiadis Allamanis


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Self-Supervised Bug Detection and Repair


May 26, 2021
Miltiadis Allamanis, Henry Jackson-Flux, Marc Brockschmidt


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