Supporting-SLR-Using-DL-Based-Language-Models

The repository contains code scripts for replicating experiments in the paper "Supporting Systematic Literature Reviews Using Deep-Learning-Based Language Models". In this paper, we address the tedious process of identifying relevant primary studies during the conduct phase of a Systematic Literature Review. For this purpose, we use deep learning architectures in the form of the two language models BERT and S-BERT to learn embedded representations and cluster on them to semi-automate this phase and thus support the entire SLR process.