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

In this paper, we have defined an NLP task, for the automatic extraction of business process redesign suggestions from natural language text. In particular, we have employed a systematic protocol to define the task, which is composed of three elements and three sub-tasks. The elements are: a) a real-world process model, b) actual feedback in natural language text, and c) three-level classification of the feedback. The task is composed of two binary and one multi-class classification sub-tasks. The evaluation of the AutoEPRS-20 task is performed using six traditional supervised learning techniques. The results show that the third sub-task is more challenging that the two binary sub-tasks.

Fri 25 Sep

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08:00 - 10:35
International Workshop on Software Engineering Automation: A Natural Language Perspective[Workshop] NLP-SEA at Kangaroo
Chair(s): Sajid Anwer , Abdul Rauf RISE Research Institutes of Sweden, Mehrdad Saadatmand RISE SICS
08:00
15m
Talk
Boosting Component-based Synthesis with API Usage KnowledgeWorkshop
[Workshop] NLP-SEA
Jiaxin Liu National University of Defense Technology, Wei Dong School of Computer, National University of Defense Technology, China, Binbin Liu National University of Defense Technology
08:20
15m
Talk
Collective Intelligence for Smarter Neural Program SynthesisWorkshop
[Workshop] NLP-SEA
Daiyan Wang National University of Defense Technology, Wei Dong School of Computer, National University of Defense Technology, China, Yating Zhang National University of Defense Technology
08:40
15m
Talk
Predicting Software Design Patterns from Text using NeuralEmbeddingWorkshop
[Workshop] NLP-SEA
Laksri Wijerathna Monash University, Aldeida Aleti Monash University
09:00
15m
Talk
NLP-based Enhancement of Information Security in ITO Service Delivery – A Diffusion of Innovation Theory perspectiveWorkshop
[Workshop] NLP-SEA
Baber Majid Bhatti University of South Australia
09:20
15m
Talk
AutoEPRS-20: Extracting Business Process Redesign Suggestions from Natural Language TextWorkshop
[Workshop] NLP-SEA
Amina Mustansir PUCIT, University of the Punjab, Khurram Shahzad PUCIT, University of the Punjab, Muhammad Kamran Malik PUCIT, University of the Punjab
09:40
15m
Talk
Emotion Detection in Roman Urdu Text using Machine LearningWorkshop
[Workshop] NLP-SEA
Adil Majeed National University of Computer and Emerging Sciences, Islamabad, Pakistan, Hasan Mujtaba National University of Computer and Emerging Sciences, Islamabad, Pakistan, Mirza Omer Beg National University of Computer and Emerging Sciences, Islamabad, Pakistan
10:00
15m
Talk
Mapping Textual Feedback to Process Model ElementsWorkshop
[Workshop] NLP-SEA
Sanam Ahmed Punjab University College of Information Technology , University of the Punjab, Amina Mustansir PUCIT, University of the Punjab
10:20
15m
Talk
Roman Urdu Reviews Dataset for Aspect Based Opinion MiningWorkshop
[Workshop] NLP-SEA
Rabail Zahid National University of Computer and Emerging Sciences, Islamabad, Pakistan, Muhammad Owais Idrees National University of Computer and Emerging Sciences, Islamabad, Pakistan, Hasan Mujtaba National University of Computer and Emerging Sciences, Islamabad, Pakistan, Mirza Omer Beg National University of Computer and Emerging Sciences, Islamabad, Pakistan