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MDEGroup's Projects

benchmarx icon benchmarx

Infrastructure for implementing benchmarx: benchmarks for bidirectional transformation (bx) tools. Also contains a collection of example benchmarx and test runners for various and diverse bx tools.

biasinrsse icon biasinrsse

The replication package for our paper about the topic popularity bias in recommender systems for software engineering, accepted to the Technical Track of MSR 2023

citric icon citric

ChaIning TRansformations Information Coverage - Automated Selection of Optimal Model Transformation Chains via Shortest-Path Algorithms

co3d icon co3d

This work presents CO3D as a practical approach to the detection of code comment coherence. This approach pays attention to internal meaning of words and sequential order of words in text while predicting coherence in code-comment pairs, using a combination of Gensim Word2Vec Embedding and RNN, as well as CodeBERT.

deepmig icon deepmig

DeepMig is as a novel approach to the coupled migration of TPLs and API calls. DeepMig works based on the transformer architecture, accepting a set of libraries to predict a new set of libraries. Afterward, it looks for the changed API calls and recommends a migration plan for the affected methods.

emfmigrate icon emfmigrate

EMFMigrate is an approach supporting the coupled evolution in a uniform and comprehensive way, in the sense that it is not restricted to specific kinds of artifacts. The approach consists of a DSL (emig) which provides modelers with dedicated constructs for i) specifying migration libraries, which aim to embody and enable the reuse of recurrent artifact adaptations; ii) customizing migrations already available in libraries; and iii) managing those migrations which are not fully automated and that require user intervention.

gitsum icon gitsum

GitSum is a novel approach to the summarization of README.MD, it helps automatically fill the blank “About” field for GitHub repositories. It is built on top of BART and T5, fine-tuning on existing data to perform recommendations for repositories with a missing description.

hybridrec icon hybridrec

This repository contains the replication package for h-Filter, a recommender system developed by the University of L'Aquila, Italy. h-Filter provides tags/topics recommendation to support open source software classification.

jtl icon jtl

JTL project site: EMF-based tool for bidirectional model transformation and traceability

jtl-eclipse icon jtl-eclipse

JTL framework implementation for the Eclipse Platform.

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