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Machine/deep learning for software engineering: A systematic literature review
Since 2009, the deep learning revolution, which was triggered by the introduction of
ImageNet, has stimulated the synergy between Software Engineering (SE) and Machine …
ImageNet, has stimulated the synergy between Software Engineering (SE) and Machine …
Deep learning-based software engineering: progress, challenges, and opportunities
Researchers have recently achieved significant advances in deep learning techniques,
which in turn has substantially advanced other research disciplines, such as natural …
which in turn has substantially advanced other research disciplines, such as natural …
Retraining a BERT model for transfer learning in requirements engineering: A preliminary study
In recent years, advanced deep learning language models such as BERT, ELMO, ULMFiT
and GPT have demonstrated strong performance on many general natural language …
and GPT have demonstrated strong performance on many general natural language …
A tale of two tasks: automated issue priority prediction with deep multi-task learning
Background. Issues are prevalent, and identifying the correct priority of the reported issues is
crucial to reduce the maintenance effort and ensure higher software quality. There are …
crucial to reduce the maintenance effort and ensure higher software quality. There are …
Buglistener: identifying and synthesizing bug reports from collaborative live chats
In community-based software development, developers frequently rely on live-chatting to
discuss emergent bugs/errors they encounter in daily development tasks. However, it …
discuss emergent bugs/errors they encounter in daily development tasks. However, it …
A Systematic Review of AI-Enabled Frameworks in Requirements Elicitation
Employing Artificial Intelligence techniques to address challenges in requirements elicitation
is gaining traction. Although nine systematic literature reviews have been published on AI …
is gaining traction. Although nine systematic literature reviews have been published on AI …
PatUntrack: Automated Generating Patch Examples for Issue Reports without Tracked Insecure Code
Security patches are essential for enhancing the stability and robustness of projects in the
open-source software community. While vulnerabilities are officially expected to be patched …
open-source software community. While vulnerabilities are officially expected to be patched …
A method to acquire cross‐domain requirements based on syntax direct technique
H Liu, M Zhang, L Liu, Z Liu - Software: Practice and …, 2022 - Wiley Online Library
With the rapid increase in the number of Apps, the requirement of users has also become
extremely complex. Developers have to continuously acquire innovative requirements that …
extremely complex. Developers have to continuously acquire innovative requirements that …
DeepAnalyze: learning to localize crashes at scale
Crash localization, an important step in debugging crashes, is challenging when dealing
with an extremely large number of diverse applications and platforms and underlying root …
with an extremely large number of diverse applications and platforms and underlying root …
Non-Functional Requirements Discovery and Quality Assurance Using Goal Model for Earthquake Warning System in Operation
Many industrial systems that are developed without proper engineering guidance due to a
lack of expertise or resources suffer from failures and maintenance problems in their …
lack of expertise or resources suffer from failures and maintenance problems in their …