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ASE 2020
Mon 21 - Fri 25 September 2020 Melbourne, Australia

We study the problem of automatically generating source code from different forms of user intents. Existing methods treating this problem as a language generating task of the neural network, known as Neural Program Synthesis(NPS). Most of these methods struggle with achieving high generating accuracy, one reason for that is the incompleteness and inaccuracy of user intents for a specific programming task. Inspired by the Swarm Intelligence(SI) and Collective Intelligence(CI) techniques, we proposed an automatic task-specific user intent merging framework combining both the bio-inspired algorithm in SI and CI merged from multiple developers. Empirically, we show that our approach is able to provide more accurate and adequate input for NPS, and our experiment on CI indicates that knowledge merging among isolated software developers in our approach has a significant influence on NPS.

Fri 25 Sep
Times are displayed in time zone: (UTC) Coordinated Universal Time

08:00 - 10:35: International Workshop on Software Engineering Automation: A Natural Language Perspective[Workshop] NLP-SEA at Kangaroo
Chair(s): Abdul RaufRISE Research Institutes of Sweden, Mehrdad SaadatmandRISE SICS, Sajid Anwer
08:00 - 08:15
Talk
Boosting Component-based Synthesis with API Usage KnowledgeWorkshop
[Workshop] NLP-SEA
Jiaxin LiuNational University of Defense Technology, Wei DongSchool of Computer, National University of Defense Technology, China, Binbin LiuNational University of Defense Technology
08:20 - 08:35
Talk
Collective Intelligence for Smarter Neural Program SynthesisWorkshop
[Workshop] NLP-SEA
Daiyan WangNational University of Defense Technology, Wei DongSchool of Computer, National University of Defense Technology, China, Yating ZhangNational University of Defense Technology
08:40 - 08:55
Talk
Predicting Software Design Patterns from Text using NeuralEmbeddingWorkshop
[Workshop] NLP-SEA
Laksri WijerathnaMonash University, Aldeida AletiMonash University
09:00 - 09:15
Talk
NLP-based Enhancement of Information Security in ITO Service Delivery – A Diffusion of Innovation Theory perspectiveWorkshop
[Workshop] NLP-SEA
Baber Majid BhattiUniversity of South Australia
09:20 - 09:35
Talk
AutoEPRS-20: Extracting Business Process Redesign Suggestions from Natural Language TextWorkshop
[Workshop] NLP-SEA
Amina MustansirPUCIT, University of the Punjab, Khurram ShahzadPUCIT, University of the Punjab, Muhammad Kamran MalikPUCIT, University of the Punjab
09:40 - 09:55
Talk
Emotion Detection in Roman Urdu Text using Machine LearningWorkshop
[Workshop] NLP-SEA
Adil MajeedNational University of Computer and Emerging Sciences, Islamabad, Pakistan, Hasan MujtabaNational University of Computer and Emerging Sciences, Islamabad, Pakistan, Mirza Omer BegNational University of Computer and Emerging Sciences, Islamabad, Pakistan
10:00 - 10:15
Talk
Mapping Textual Feedback to Process Model ElementsWorkshop
[Workshop] NLP-SEA
Sanam AhmedPunjab University College of Information Technology , University of the Punjab, Amina MustansirPUCIT, University of the Punjab
10:20 - 10:35
Talk
Roman Urdu Reviews Dataset for Aspect Based Opinion MiningWorkshop
[Workshop] NLP-SEA
Rabail ZahidNational University of Computer and Emerging Sciences, Islamabad, Pakistan, Muhammad Owais IdreesNational University of Computer and Emerging Sciences, Islamabad, Pakistan, Hasan MujtabaNational University of Computer and Emerging Sciences, Islamabad, Pakistan, Mirza Omer BegNational University of Computer and Emerging Sciences, Islamabad, Pakistan