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This repository contains the replication package for the paper "An Exploratory Literature Study on Sharing and Energy Use of Language Models for Source Code" by Max Hort, Anastasiia Grishina, and Leon Moonen, accepted for publication in the 17th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM 2023). The paper is deposited on arXiv, will be available later at the publisher's site (IEEE), and a copy is included in this repository. The replication package is archived on Zenodo with DOI: 10.5281/zenodo.8058667. The data is distributed under the CC BY 4.0 license. Citation If you build on this data or code, please cite this work by referring to the paper: @inproceedings{hort2023:sharing, title = {An Exploratory Literature Study on Sharing and Energy Use of Language Models for Source Code}, author = {Max Hort and Anastasiia Grishina and Leon Moonen}, booktitle = {17th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM 2023)}, year = {2023}, publisher = {IEEE} note = {To appear. Pre-print on arXiv.} }
The work included in this repository was financially supported by the Research Council of Norway through the secureIT project (grant #288787). Max Hort is supported through the ERCIM 'Alain Bensoussan' Fellowship Programme.
ML4SE, replication, AI4Code, DL4SE, sustainability, reuse, energy
ML4SE, replication, AI4Code, DL4SE, sustainability, reuse, energy
| selected citations These citations are derived from selected sources. This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | 0 | |
| popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network. | Average | |
| influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | Average | |
| impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network. | Average |
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