Publications

Our research publications

2025
Thesis
Understanding Software through Automated Classification: A Taxonomic Perspective
Cezar Sas
Program Comprehension AI4SE Software Classification
Paper
Preprint
Embedding-Based Semantic Tracing: Mapping Concepts to Domains in Software Artifacts
Zaki Pauzi, Cezar Sas, Andrea Capiluppi
Software Engineering Traceability AI4SE
Paper
2024
Journal
Multi-granular software annotation using file-level weak labelling
Cezar Sas, Andrea Capiluppi
Empirical Software Engineering
Software Engineering Research Advanced Malware Detection Techniques Software System Performance and Reliability
Paper
Preprint
Automatic Bottom-Up Taxonomy Construction: A Software Application Domain Study
Cezar Sas, Andrea Capiluppi
arXiv
Software System Performance and Reliability
Paper
Preprint
AutoFL: A Tool for Automatic Multi-granular Labelling of Software Repositories
Cezar Sas, Andrea Capiluppi
arXiv
Software Engineering Research
Paper
2023
Conference
Weak Labelling for File-level Source Code Classification
Cezar Sas, Andrea Capiluppi
2023 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER)
Software Engineering AI4SE Software Classification
Paper
Journal
GitRanking: A ranking of GitHub topics for software classification using active sampling
Cezar Sas, Andrea Capiluppi, Claudio Di Sipio, Juri Di Rocco, Davide Di Ruscio
Software: Practice and Experience
Software Engineering Research Topic Modeling Wikis in Education and Collaboration
Paper
2022
Journal
Antipatterns in software classification taxonomies
Cezar Sas, Andrea Capiluppi
Journal of Systems and Software
Software Engineering Research Web Data Mining and Analysis Data Stream Mining Techniques
Paper
2021
Conference
Using Structural and Semantic Information to Identify Software Components
Cezar Sas, Andrea Capiluppi
2021 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER)
Software Engineering Mining Software Repositories Component Identification
Paper
Preprint
LabelGit: A dataset for software repositories classification using attributed dependency graphs
Cezar Sas, Andrea Capiluppi
arXiv
Software Engineering AI4SE Software Classification
Paper
2020
Conference
WikiBank: Using Wikidata to Improve Multilingual Frame-Semantic Parsing
Cezar Sas, Meriem Beloucif, Anders Søgaard
Proceedings of the 12th Language Resources and Evaluation Conference (LREC 2020)
NLP Topic Modeling Semantic Role Labelling
Paper
2019
Conference
Word Embeddings for Unsupervised Named Entity Linking
Debora Nozza, Cezar Sas, Elisabetta Fersini, Enza Messina
Knowledge Science, Engineering and Management (KSEM 2019)
Topic Modeling NLP Named Entity Linking
Paper
Conference
X-WikiRE: A Large, Multilingual Resource for Relation Extraction as Machine Comprehension
Mostafa Abdou, Cezar Sas, Rahul Aralikatte, Isabelle Augenstein, Anders Søgaard
Proceedings of the 2nd Workshop on Deep Learning Approaches for Low-Resource NLP (DeepLo 2019)
NLP Topic Modeling Relation Extraction
Paper
2016
Workshop
UNIMIB@NEEL-IT : Named Entity Recognition and Linking of Italian Tweets
Flavio Massimiliano Cecchini, Elisabetta Fersini, Pikakshi Manchanda, Enza Messina, Debora Nozza, Matteo Palmonari, Cezar Sas
CLiC-it 2016 & EVALITA 2016
Topic Modeling NLP Web Data Mining and Analysis
Paper