Variable Semantic Representation: A Replication Study and Hyper-parameter Optimization using Taguchi Methods

Figshare 2026 Open access

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Authors: Stefan-Octavian Custura, Andreea Veșcan, Radu Găceanu
DOI: 10.6084/m9.figshare.31052398
Cited by: 0

Abstract

Source code for the experiments of Variable Semantic Representation: A Replication Study and Hyper-parameter Optimization using Taguchi Methods, pretraining CodeT5+ and Gemma model to identify relatedness between identifiers in software systems

Fields of Study & Subjects

Software Engineering Research Topic Modeling Natural Language Processing Techniques

Publication details

Journal / source
Figshare
Publication date
1 January 2026