Search Results - Allamanis, Miltiadis

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  1. 1
    A Survey of Machine Learning for Big Code and Naturalness

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

    Published in ACM computing surveys
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  2. 2
    Embedding and classifying test execution traces using neural networks

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

    Published in IET software
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  3. 3
    CODIT: Code Editing With Tree-Based Neural Models

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

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  4. 4
    Why, when, and what: Analyzing Stack Overflow questions by topic, type, and code

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

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  5. 5
    JEMMA: An extensible Java dataset for ML4Code applications

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

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  6. 6
    Autofolding for Source Code Summarization

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

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  7. 7
    Mining Semantic Loop Idioms

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

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  8. 8
    DIRE: A Neural Approach to Decompiled Identifier Naming

    DIRE: A Neural Approach to Decompiled Identifier Naming by Lacomis, Jeremy, Yin, Pengcheng, Schwartz, Edward, Allamanis, Miltiadis, Le Goues, Claire, Neubig, Graham, Vasilescu, Bogdan

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  9. 9
    Mining source code repositories at massive scale using language modeling

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

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  10. 10
    DIRE and its Data: Neural Decompiled Variable Renamings with Respect to Software Class

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

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  11. 11
    Overwatch: learning patterns in code edit sequences

    Overwatch: learning patterns in code edit sequences by 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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  12. 12
    Copy That! Editing Sequences by Copying Spans

    Copy That! Editing Sequences by Copying Spans by Panthaplackel, Sheena, Allamanis, Miltiadis, Brockschmidt, Marc

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  13. 13
    The Adverse Effects of Code Duplication in Machine Learning Models of Code

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

    Published in arXiv.org
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  14. 14
    Epicure: Distilling Sequence Model Predictions into Patterns

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

    Published in arXiv.org
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  15. 15
    Unsupervised Evaluation of Code LLMs with Round-Trip Correctness

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

    Published in arXiv.org
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  16. 16
    Learning to Encode and Classify Test Executions

    Learning to Encode and Classify Test Executions by Tsimpourlas, Foivos, Rajan, Ajitha, Allamanis, Miltiadis

    Published in arXiv.org
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  17. 17
    CODIT: Code Editing with Tree-Based Neural Models

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

    Published in arXiv.org
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  18. 18
    JEMMA: An Extensible Java Dataset for ML4Code Applications

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

    Published in arXiv.org
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  19. 19
    HEAT: Hyperedge Attention Networks

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

    Published in arXiv.org
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  20. 20
    Typilus: Neural Type Hints

    Typilus: Neural Type Hints by Allamanis, Miltiadis, Barr, Earl T, Ducousso, Soline, Gao, Zheng

    Published in arXiv.org
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