A survey on deep learning for software engineering
In 2006, Geoffrey Hinton proposed the concept of training “Deep Neural Networks (DNNs)”
and an improved model training method to break the bottleneck of neural network …
and an improved model training method to break the bottleneck of neural network …
[HTML][HTML] A comprehensive survey of fake news in social networks: Attributes, features, and detection approaches
The explosion of online social networks in recent decades has significantly improved in
which the way individuals communicate with one another. People trust social networks …
which the way individuals communicate with one another. People trust social networks …
Owl eyes: Spotting ui display issues via visual understanding
Graphical User Interface (GUI) provides a visual bridge between a software application and
end users, through which they can interact with each other. With the development of …
end users, through which they can interact with each other. With the development of …
Nighthawk: Fully automated localizing ui display issues via visual understanding
Graphical User Interface (GUI) provides a visual bridge between a software application and
end users, through which they can interact with each other. With the upgrading of mobile …
end users, through which they can interact with each other. With the upgrading of mobile …
Software entity recognition with noise-robust learning
Recognizing software entities such as library names from free-form text is essential to
enable many software engineering (SE) technologies, such as traceability link recovery …
enable many software engineering (SE) technologies, such as traceability link recovery …
Glib: towards automated test oracle for graphically-rich applications
Graphically-rich applications such as games are ubiquitous with attractive visual effects of
Graphical User Interface (GUI) that offers a bridge between software applications and end …
Graphical User Interface (GUI) that offers a bridge between software applications and end …
Api entity and relation joint extraction from text via dynamic prompt-tuned language model
Extraction of Application Programming Interfaces (APIs) and their semantic relations from
unstructured text (eg, Stack Overflow) is a fundamental work for software engineering tasks …
unstructured text (eg, Stack Overflow) is a fundamental work for software engineering tasks …
Aspect-level information discrepancies across heterogeneous vulnerability reports: Severity, types and detection methods
Vulnerable third-party libraries pose significant threats to software applications that reuse
these libraries. At an industry scale of reuse, manual analysis of third-party library …
these libraries. At an industry scale of reuse, manual analysis of third-party library …
Are comments on stack overflow well organized for easy retrieval by developers?
Many Stack Overflow answers have associated informative comments that can strengthen
them and assist developers. A prior study found that comments can provide additional …
them and assist developers. A prior study found that comments can provide additional …
Automatic api usage scenario documentation from technical q&a sites
The online technical Q&A site Stack Overflow (SO) is popular among developers to support
their coding and diverse development needs. To address shortcomings in API official …
their coding and diverse development needs. To address shortcomings in API official …