Jürgen Cito, Jiasi Shen, Martin Rinard

Keywords Abstract Paper

April Wang, Dakuo Wang, Xuye Liu, Lingfei Wu

Keywords Abstract Paper

Natural Language Processing, General, General

Luke Gallagher, Antonio Mallia, J. Shane Culpepper and

Torsten Suel, B. Barla Cambazoglu

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clueweb, feature index, feature extraction, feature repository, lambdamart, ltr, learning to rank, feature importance

Zimin Chen, Vincent J Hellendoorn, Pascal Lamblin and

Petros Maniatis, Pierre-Antoine Manzagol, Daniel Tarlow, Subhodeep Moitra

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deep learning, machine learning, transformers, graph learning

Sakib Haque, Alexander LeClair, Lingfei Wu, Collin McMillan

Keywords Abstract Paper

neural networks, natural language processing, documentation generation, source code summarization, artificial intelligence

Alexi Turcotte, Aviral Goel, Filip Křikava, Jan Vitek

Keywords Abstract Paper

R, dynamic languages, type declarations

Anders Møller, Benjamin Barslev Nielsen, Martin Toldam Torp

Keywords Abstract Paper

breaking changes, software evolution, software maintenance

Izzeddin Gur, Natasha Jaques, Yingjie Miao and

Jongwook Choi, Manoj Tiwari, Honglak Lee, Aleksandra Faust

Keywords Abstract Paper

reinforcement learning and planning, robustness, graph learning

Guillaume Baudart, Martin Hirzel, Kiran Kate and

Parikshit Ram, Avi Shinnar, Jason Tsay

Keywords Abstract Paper

machine learning

Hongbo Fang, Daniel Klug, Hemank Lamba and

James Herbsleb, Bogdan Vasilescu

Keywords Abstract Paper

Tianyi Zhang, Björn Hartmann, Miryung Kim, Elena Glassman

Keywords Abstract Paper

api design, community, information needs, tool support

Tanner Fry, Tapajit Dey, Andrey Karnauch, Audris Mockus

Keywords Abstract Paper

Git Commits, Heuristics, Identity Resolution, Machine Learning, Data Sharing

David Schindler, Benjamin Zapilko, Frank Krüger

Keywords Abstract Paper

Avijit Bhattacharjee, Sristy Sumana Nath, Shurui Zhou and

Debasish Chakroborti, Banani Roy, Chanchal K. Roy, Kevin Schneider

Keywords Abstract Paper

OSS, Social coding, Cross-platform forks, Collaboration

Ziyu Yao, Yiqi Tang, Wen-tau Yih and

Huan Sun, Yu Su

Keywords Abstract Paper

bootstrapping, fine-tuning parsers, theoretical analysis, text-to-sql problem

Tapajit Dey, Sara Mousavi, Eduardo Ponce and

Tanner Fry, Bogdan Vasilescu, Anna Filippova, Audris Mockus

Keywords Abstract Paper

random forest, software engineering, automated commits, bots, ensemble model, social coding platforms

Michael B. James, Zheng Guo, Ziteng Wang and

Shivani Doshi, Hila Peleg, Ranjit Jhala, Nadia Polikarpova

Keywords Abstract Paper

Program Synthesis, Type Inference, Human-Computer Interaction

Rhys Compton, Eibe Frank, Panos Patros, Abigail Koay

Keywords Abstract Paper

code2vec, machine learning, code obfuscation, source code, neural networks

Sotiris Apostolakis, Ziyang Xu, Zujun Tan and

Greg Chan, Simone Campanoni, David I. August

Keywords Abstract Paper

speculation, collaboration, dependence analysis

Antoine Pietri, Guillaume Rousseau, Stefano Zacchiroli

Keywords Abstract Paper

source code, software fork, free software, software evolution, open source, version control system

Nathalie Rauschmayr, Vikas Kumar, Rahul Huilgol and

Andrea Olgiati, Satadal Bhattacharjee, Nihal Harish, Vandana Kannan, Amol Lele, Anirudh Acharya, Jared Nielsen, Lakshmi Ramakrishnan, Ishan Bhatt, Kohen Chia, Neelesh Dodda, Zhihan Li, Jiacheng Gu, Miyoung Choi, Balajee Nagarajan Nagarajan, Jeffrey Geevarghese, Denis Davydenko, Sifei Li, Lu Huang, Edward Kim, Tyler Hill, Krishnaram Kenthapadi

Keywords Abstract Paper

Nathalie Rauschmayr, Vikas Kumar, Rahul Huilgol and

Andrea Olgiati, Satadal Bhattacharjee, Nihal Harish, Vandana Kannan, Amol Lele, Anirudh Acharya, Jared Nielsen, Lakshmi Ramakrishnan, Ishan Bhatt, Kohen Chia, Neelesh Dodda, Zhihan Li, Jiacheng Gu, Miyoung Choi, Balajee Nagarajan Nagarajan, Jeffrey Geevarghese, Denis Davydenko, Sifei Li, Lu Huang, Edward Kim, Tyler Hill, Krishnaram Kenthapadi

Keywords Abstract Paper

Konstantinos Barmpis, Patrick Neubauer, Jonathan Co and

Dimitris Kolovos, Nicholas Matragkas, Richard F. Paige

Keywords Abstract Paper

ease of use, lower barrier to entry, Mining software repositories, scalable, domain-specific modeling language

Baifan Zhou, Yulia Svetashova, Tim Pychynski and

Ildar Baimuratov, Ahmet Soylu, Evgeny Kharlamov

Keywords Abstract Paper

semantic technology, discrete manufacturing, machine learning, quality monitoring

Themistoklis Diamantopoulos, Michail D. Papamichail, Thomas Karanikiotis and

Kyriakos C. Chatzidimitriou, Andreas L. Symeonidis

Keywords Abstract Paper

code violations, mining software repositories, contribution analysis, DevOps, GitHub issues

Jens Meinicke, Juan Hoyos, Bogdan Vasilescu, Christian Kästner

Keywords Abstract Paper

Yiyue Qian, Yiming Zhang, Yanfang Ye, Chuxu Zhang

Keywords Abstract Paper

Multidisciplinary Topics and Applications, Security and Privacy, Classification, Mining Graphs, Semi Structured Data, Complex Data

Ahmad Abdellatif, Diego Costa, Khaled Badran and

Rabe Abdalkareem, Emad Shihab

Keywords Abstract Paper

Jiayi Wei, Maruth Goyal, Greg Durrett, Isil Dillig

Keywords Abstract Paper

Type inference, Graph neural network, Programming languages, Pointer network

Daiyi Peng, Xuanyi Dong, Esteban Real and

Mingxing Tan, Yifeng Lu, Gabriel Bender, Hanxiao Liu, Adam Kraft, Chen Liang, Quoc V Le

Keywords Abstract Paper

Chris Cummins, Zacharias Fisches, Tal Ben-Nun and

Torsten Hoefler, Michael O'Boyle, Hugh Leather

Keywords Abstract Paper

Applications, Hardware and Systems

Dries Van Daele, Nicholas Decleyre, Herman Dubois, Wannes Meert

Keywords Abstract Paper

Sean Bartell, Will Dietz, Vikram S. Adve

Keywords Abstract Paper

LTO, LLVM, Code deduplication, Dynamic Linking, Shared Libraries, Link-Time Optimization, Plugins, IR

Rafael-Michael Karampatsis, Charles Sutton

Keywords Abstract Paper

Rohan Mukherjee, Yeming Wen, Dipak Chaudhari and

Thomas Reps, Swarat Chaudhuri, Christopher Jermaine

Keywords Abstract Paper

deep learning, transformers, generative model

Shubhankar Suman Singh, Smruti R. Sarangi

Keywords Abstract Paper

Performance debugging, Software comparison, NLP based matching

Nicolas Heist, Heiko Paulheim

Keywords Abstract Paper

Anush Sankaran, Olivier Mastropietro, Ehsan Saboori and

Yasser Idris, Davis Sawyer, MohammadHossein AskariHemmat, Ghouthi Boukli Hacene

Keywords Abstract Paper

Sergey Svitkov, Timofey Bryksin

Keywords Abstract Paper

Audris Mockus, Diomidis Spinellis, Zoe Kotti, Gabriel John Dusing

Keywords Abstract Paper

forks and clones