Machine/deep learning for software engineering: A systematic literature review

S Wang, L Huang, A Gao, J Ge, T Zhang… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Since 2009, the deep learning revolution, which was triggered by the introduction of
ImageNet, has stimulated the synergy between Software Engineering (SE) and Machine …

Pull request decisions explained: An empirical overview

X Zhang, Y Yu, G Gousios… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Context: The pull-based development model is widely used in open source projects, leading
to the emergence of trends in distributed software development. One aspect that has …

[HTML][HTML] Improving sentiment analysis accuracy with emoji embedding

C Liu, F Fang, X Lin, T Cai, X Tan, J Liu, X Lu - Journal of Safety Science …, 2021 - Elsevier
Due to the diversity and variability of Chinese syntax and semantics, accurately identifying
and distinguishing individual emotions from online texts is challenging. To overcome this …

Emoji-powered sentiment and emotion detection from software developers' communication data

Z Chen, Y Cao, H Yao, X Lu, X Peng, H Mei… - ACM Transactions on …, 2021 - dl.acm.org
Sentiment and emotion detection from textual communication records of developers have
various application scenarios in software engineering (SE). However, commonly used off …

Data augmentation for improving emotion recognition in software engineering communication

MM Imran, Y Jain, P Chatterjee… - Proceedings of the 37th …, 2022 - dl.acm.org
Emotions (eg, Joy, Anger) are prevalent in daily software engineering (SE) activities, and are
known to be significant indicators of work productivity (eg, bug fixing efficiency). Recent …

Sentimoji: an emoji-powered learning approach for sentiment analysis in software engineering

Z Chen, Y Cao, X Lu, Q Mei, X Liu - Proceedings of the 2019 27th ACM …, 2019 - dl.acm.org
Sentiment analysis has various application scenarios in software engineering (SE), such as
detecting developers' emotions in commit messages and identifying their opinions on Q&A …

An empirical study of emoji use in software development communication

S Rong, W Wang, UA Mannan, ES De Almeida… - Information and …, 2022 - Elsevier
Context: Similar to social media platforms, people use emojis in software development
related communication to enrich the context and convey additional emotion. With the …

Are you really smiling? Display rules for emojis and the relationship between emotion management and psychological well-being

M Liu - Frontiers in Psychology, 2023 - frontiersin.org
Display rules specify socially appropriate facial expressions in a given situation. However,
managing emotions for such a social adaption sometimes leads to deleterious psychological …

An empirical study on GitHub pull requests' reactions

MA Batoun, KL Yung, Y Tian, M Sayagh - ACM Transactions on Software …, 2023 - dl.acm.org
The pull request mechanism is commonly used to propose source code modifications and
get feedback from the community before merging them into a software repository. On GitHub …

Emojis decoded: Leveraging chatgpt for enhanced understanding in social media communications

Y Zhou, P Xu, X Wang, X Lu, G Gao, W Ai - arxiv preprint arxiv …, 2024 - arxiv.org
Emojis, which encapsulate semantics beyond mere words or phrases, have become
prevalent in social network communications. This has spurred increasing scholarly interest …