A Survey of Machine Learning for Big Code and Naturalness von Allamanis, Miltiadis, Barr, Earl T., Devanbu, Premkumar, Sutton, Charles

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Embedding and classifying test execution traces using neural networks von Tsimpourlas, Foivos, Rooijackers, Gwenyth, Rajan, Ajitha, Allamanis, Miltiadis

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CODIT: Code Editing With Tree-Based Neural Models von Chakraborty, Saikat, Ding, Yangruibo, Allamanis, Miltiadis, Ray, Baishakhi

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Why, when, and what: Analyzing Stack Overflow questions by topic, type, and code von Allamanis, Miltiadis, Sutton, Charles

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JEMMA: An extensible Java dataset for ML4Code applications von Karmakar, Anjan, Allamanis, Miltiadis, Robbes, Romain

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Autofolding for Source Code Summarization von Fowkes, Jaroslav, Chanthirasegaran, Pankajan, Ranca, Razvan, Allamanis, Miltiadis, Lapata, Mirella, Sutton, Charles

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Mining Semantic Loop Idioms von Allamanis, Miltiadis, Barr, Earl T., Bird, Christian, Devanbu, Premkumar, Marron, Mark, Sutton, Charles

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Mining source code repositories at massive scale using language modeling von Allamanis, Miltiadis, Sutton, Charles

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DIRE and its Data: Neural Decompiled Variable Renamings with Respect to Software Class von Dramko, Luke, Lacomis, Jeremy, Yin, Pengcheng, Schwartz, Ed, Allamanis, Miltiadis, Neubig, Graham, Vasilescu, Bogdan, Le Goues, Claire

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Overwatch: learning patterns in code edit sequences von Zhang, Yuhao, Bajpai, Yasharth, Gupta, Priyanshu, Ketkar, Ameya, Allamanis, Miltiadis, Barik, Titus, Gulwani, Sumit, Radhakrishna, Arjun, Raza, Mohammad, Soares, Gustavo, Tiwari, Ashish

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Learning natural coding conventions von Allamanis, Miltiadis

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Graph Neural Networks in Program Analysis von Allamanis, Miltiadis

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Epicure: Distilling Sequence Model Predictions into Patterns von Allamanis, Miltiadis, Barr, Earl T

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The Adverse Effects of Code Duplication in Machine Learning Models of Code von Allamanis, Miltiadis

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Unsupervised Evaluation of Code LLMs with Round-Trip Correctness von Allamanis, Miltiadis, Panthaplackel, Sheena, Yin, Pengcheng

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JEMMA: An Extensible Java Dataset for ML4Code Applications von Karmakar, Anjan, Allamanis, Miltiadis, Robbes, Romain

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HEAT: Hyperedge Attention Networks von Georgiev, Dobrik, Brockschmidt, Marc, Allamanis, Miltiadis

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The Adverse Effects of Code Duplication in Machine Learning Models of Code von Allamanis, Miltiadis

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Deduplication Index for Big Code Datasets von Allamanis, Miltiadis

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Deduplication Index for Big Code Datasets von Allamanis, Miltiadis

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