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sharanyamohan-30's Projects

datascir21 icon datascir21

Materials for the seminar "Data Science with R" held at the Otto von Guericke University Magdeburg

oeplatform icon oeplatform

Repository for the code of the Open Energy Platform (OEP) website. The OEP provides an interface to the Open Energy Family

omi icon omi

Repository for the Open Metadata Integration (OMI). For metadata definition see metadata repo:

supporting-slr-using-dl-based-language-models icon 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.

wilds icon wilds

A machine learning benchmark of in-the-wild distribution shifts, with data loaders, evaluators, and default models.

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