AutoEPRS-20: Extracting Business Process Redesign Suggestions from Natural Language TextWorkshop
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 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 | ||
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 |