Published September 1, 2025 | Version v1
Dataset Open

Replication Package: On the Generalization Capabilities of LLMs for Reverse Engineering Sequence Diagrams

  • 1. ROR icon University of Southern Denmark
  • 2. ROR icon University of Bern
  • 1. ROR icon University of Southern Denmark
  • 2. ROR icon University of Bern

Description

This archive contains the replication package for our paper On the Generalization Capabilities of LLMs for Reverse Engineering Sequence Diagrams accepted at 7th Workshop on Artificial Intelligence and Model-driven Engineering (MDE Intelligence). The paper will be published with IEEE.
This dataset comprises

  1. the zipped source code of the Github Release including all software to conduct the experiment
  2. the Python sequence diagrams generated by our finetuned model: seq_dataset_filtered_eval.zip

The curated training and evaluation dataset as well as the finetuned model are separately published on Zenodo (cf, supplementary data) as also described in the README of the source code repository.

Files

RE-LLMs-aritfact.zip

Files (202.7 MB)

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md5:d921c85f1f96194b76a827267139b66a
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md5:f3e90ddefd52c0067350d17ce5cfc8ef
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md5:f47626121896505f653f2a7bca29b16a
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Additional details

Related works

Software

Repository URL
https://github.com/judiAbdullah/RE-LLMs
Programming language
Python , Java