Label Smoothing Improves Neural Source Code Summarization (ICPC 2023 - Research)

Mon 15 - Tue 16 May 2023 Melbourne, Australia

co-located with ICSE 2023

Who

Sakib Haque, Aakash Bansal, Collin McMillan

Track

ICPC 2023 Research

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When

Mon 15 May 2023 15:54 - 16:03 at Meeting Room 106 - Code Summarization and Visualization Chair(s): Banani Roy, Akhila Sri Manasa Venigalla

Link to Preprint

https://arxiv.org/pdf/2303.16178

Sakib Haque

University of Notre Dame

Bangladesh

Aakash Bansal

University of Notre Dame

United States

Collin McMillan

University of Notre Dame

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Session Program

Mon 15 May
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15:45 - 17:15	Code Summarization and VisualizationReplications and Negative Results (RENE) / Discussion / Research at Meeting Room 106 Chair(s): Banani Roy University of Saskatchewan, Akhila Sri Manasa Venigalla IIT Tirupati

15:45 9m Full-paper		An Extensive Study of the Structure Features in Transformer-based Code Semantic Summarization Research Kang Yang , Xinjun Mao National University of Defense Technology, Shangwen Wang National University of Defense Technology, Yihao Qin National University of Defense Technology, Yao Lu National University of Defense Technology, Tanghaoran Zhang , Kamal Al-Sabahi University Of Technology and Applied Sciences-ibra Pre-print
15:54 9m Full-paper		Label Smoothing Improves Neural Source Code Summarization Research Sakib Haque University of Notre Dame, Aakash Bansal University of Notre Dame, Collin McMillan University of Notre Dame Pre-print
16:03 9m Full-paper		Interpretation-based Code Summarization Research Mingyang Geng National University of Defense Technology, Shangwen Wang National University of Defense Technology, Dezun Dong NUDT, Haotian Wang National University of Defense Technolog, Shaomeng Cao Peng Cheng Laboratory, Kechi Zhang Peking University, China, Zhi Jin Peking University Pre-print
16:12 9m Full-paper		Naturalness in Source Code Summarization. How Significant is it? Replications and Negative Results (RENE) Claudio Ferretti University of Milano-Bicocca, Martina Saletta University of Milano-Bicocca
16:21 9m Full-paper		Comparing 2D and Augmented Reality Visualizations for Microservice System Understandability: A Controlled Experiment Research Amr Elsayed Baylor University, Tomas Cerny Baylor University, Davide Taibi Tampere University , Sira Vegas Universidad Politecnica de Madrid DOI Pre-print
16:30 9m Full-paper		ChameleonIDE: Untangling Type Errors Through Interactive Visualization and Exploration Research Shuai Fu Monash University, Tim Dwyer Monash University, Peter J. Stuckey Monash University, Jackson Wain Monash University, Jesse Linossier Monash University Pre-print
16:39 36m Panel		Discussion 4 Discussion