ICSME 2023
Sun 1 - Fri 6 October 2023 Bogotá, Colombia
Wed 4 Oct 2023 10:30 - 10:46 at Session 1 Room - RGD 004 - Machine Learning Applications Chair(s): Masud Rahman

Wed 4 Oct

Displayed time zone: Bogota, Lima, Quito, Rio Branco change

10:30 - 12:00
Machine Learning ApplicationsResearch Track / Industry Track / New Ideas and Emerging Results Track at Session 1 Room - RGD 004
Chair(s): Masud Rahman Dalhousie University
10:30
16m
Talk
GPTCloneBench: A comprehensive benchmark of semantic clones and cross-language clones using GPT-3 model and SemanticCloneBench
Research Track
Ajmain Inqiad Alam University of Saskatchewan, Palash Ranjan Roy University of Saskatchewan, Farouq Al-omari University of Saskatchewan, Chanchal K. Roy University of Saskatchewan, Banani Roy University of Saskatchewan, Kevin Schneider University of Saskatchewan
Pre-print
10:46
16m
Talk
DeltaNN: Assessing the Impact of Computational Environment Parameters on the Performance of Image Recognition Models
Industry Track
Nikolaos Louloudakis University of Edinburgh, Perry Gibson University of Glasgow, José Cano University of Glasgow, Ajitha Rajan University of Edinburgh
11:02
16m
Talk
You Augment Me: Exploring ChatGPT-based Data Augmentation for Semantic Code Search
Research Track
Yanlin Wang Sun Yat-sen University, Lianghong Guo Beijing University of Posts and Telecommunications, Ensheng Shi Xi’an Jiaotong University, Wenqing Chen Sun Yat-sen University, Jiachi Chen Sun Yat-sen University, Wanjun Zhong Sun Yat-sen University, Menghan Wang eBay Inc., Hui Li Xiamen University, Ziyu Lyu Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Hongyu Zhang Chongqing University, Zibin Zheng Sun Yat-sen University
11:18
11m
Talk
Benchmarking Causal Study to Interpret Large Language Models for Source Code
New Ideas and Emerging Results Track
Daniel Rodriguez-Cardenas , David Nader Palacio William and Mary, Dipin Khati William & Mary, Henry Burke William & Mary, Denys Poshyvanyk William & Mary
11:29
16m
Talk
Deploying Deep Reinforcement Learning Systems: A Taxonomy of Challenges
Research Track
Ahmed Haj Yahmed École Polytechnique de Montréal, Altaf Allah Abbassi Polytechnique Montreal, Amin Nikanjam École Polytechnique de Montréal, Heng Li Polytechnique Montréal, Foutse Khomh Polytechnique Montréal
11:45
15m
Live Q&A
1:1 Q&A
Research Track