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BERT-Based Sentiment Analysis: A Software Engineering Perspective
[article]
2021
arXiv
pre-print
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 context, the existing tools like SentiCR, SentiStrength-SE, etc. exhibited low f1-scores that completely defeats the purpose of deployment of such strategies, thereby there is enough scope for performance improvement. Recent advancements show that transformer based pre-trained models (e.g., BERT, RoBERTa, ALBERT, etc.)
arXiv:2106.02581v3
fatcat:grp55d3j3zbf3pg7ri2urechuu