Achieving reliable sentiment analysis in the software engineering domain using bert

E Biswas, ME Karabulut, L Pollock… - … and evolution (ICSME …, 2020 - ieeexplore.ieee.org
Researchers have shown that sentiment analysis of software artifacts can potentially
improve various software engineering tools, including API and library recommendation …

Sentiment analysis for software engineering: How far can pre-trained transformer models go?

T Zhang, B Xu, F Thung, SA Haryono… - … and Evolution (ICSME …, 2020 - ieeexplore.ieee.org
Extensive research has been conducted on sentiment analysis for software engineering
(SA4SE). Researchers have invested much effort in developing customized tools (eg …

Bert-based sentiment analysis: A software engineering perspective

H Batra, NS Punn, SK Sonbhadra… - Database and Expert …, 2021 - Springer
Sentiment analysis can provide a suitable lead for the tools used in software engineering
along with the API recommendation systems and relevant libraries to be used. In this …

Exploring word embedding techniques to improve sentiment analysis of software engineering texts

E Biswas, K Vijay-Shanker… - 2019 IEEE/ACM 16th …, 2019 - ieeexplore.ieee.org
Sentiment analysis (SA) of text-based software artifacts is increasingly used to extract
information for various tasks including providing code suggestions, improving development …

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 …

Sentiment analysis for software engineering: How far can we go?

B Lin, F Zampetti, G Bavota, M Di Penta… - Proceedings of the 40th …, 2018 - dl.acm.org
Sentiment analysis has been applied to various software engineering (SE) tasks, such as
evaluating app reviews or analyzing developers' emotions in commit messages. Studies …

SentiStrength-SE: Exploiting domain specificity for improved sentiment analysis in software engineering text

MR Islam, MF Zibran - Journal of Systems and Software, 2018 - Elsevier
Automated sentiment analysis in software engineering textual artifacts has long been
suffering from inaccuracies in those few tools available for the purpose. We conduct an in …

Can we use se-specific sentiment analysis tools in a cross-platform setting?

N Novielli, F Calefato, D Dongiovanni… - Proceedings of the 17th …, 2020 - dl.acm.org
In this paper, we address the problem of using sentiment analysis tools' off-the-shelf', that is
when a gold standard is not available for retraining. We evaluate the performance of four SE …

A comparison of software engineering domain specific sentiment analysis tools

MR Islam, MF Zibran - 2018 IEEE 25th international conference …, 2018 - ieeexplore.ieee.org
Sentiment Analysis (SA) in software engineering (SE) text has drawn immense interests
recently. The poor performance of general-purpose SA tools, when operated on SE text, has …

Sentiment analysis tools in software engineering: A systematic mapping study

M Obaidi, L Nagel, A Specht, J Klünder - Information and Software …, 2022 - Elsevier
Context: Software development is a collaborative task. Previous research has shown social
aspects within development teams to be highly relevant for the success of software projects …