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Antinisca Di Marco

affiliation not provided to SSRN

SCHOLARLY PAPERS

8

DOWNLOADS

356

TOTAL CITATIONS

1

Scholarly Papers (8)

1.

Towards Early Detection of Algorithmic Bias from Dataset's Bias Symptoms: An Empirical Study

Number of pages: 39 Posted: 18 Feb 2025
affiliation not provided to SSRN, Johannes Kepler University Linz, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 80 (803,225)

Abstract:

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Fairness Detection, Bias Symptoms, Empirical Study, Software Fairness

2.

Uncovering Gender Gap in Academia: A Comprehensive Analysis within the Software Engineering Community

Number of pages: 50 Posted: 14 Nov 2023
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 71 (867,774)

Abstract:

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Gender gap, Gender bias, Academia, Italy, Informatics, Software Engineering

3.

Architectural Support for Software Performance in Continuous Software Engineering: A Systematic Mapping Study

Number of pages: 71 Posted: 20 Apr 2022
University of Teramo, affiliation not provided to SSRN, University of L'Aquila - Department of Information Engineering, Computer Science and Mathematics, affiliation not provided to SSRN, affiliation not provided to SSRN and University of Oulu
Downloads 57 (989,921)
Citation 1

Abstract:

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Software Architecture, Software Performance, Continuous Software Engineering, DevOps

4.

How Do Generative Models Draw a Software Engineer? An Empirical Study on Implicit Bias of Open-Source Image Generation Models

Number of pages: 35 Posted: 09 May 2025
affiliation not provided to SSRN, University College London, affiliation not provided to SSRN and University College London
Downloads 48 (1,086,013)

Abstract:

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Image Generation Models, Open-Source, Bias, software engineering

5.

Entity Extraction in Clinical Summary of Mammary Malignancy Data Using Transformer-Based Models

Number of pages: 62 Posted: 07 Apr 2025
Payel Patra, Antinisca Di Marco and Phuong T. Nguyen
affiliation not provided to SSRN, affiliation not provided to SSRN and University of L'Aquila - Department of Information Engineering, Computer Science and Mathematics
Downloads 48 (1,086,013)

Abstract:

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Large Language Models (LLMs), Named Entity Recognition (NER), Natural Language Processing (NLP), FAIR Guidelines

6.

Obfuscation by Simplification: How LLMs TransformCode Through Structural Expansion

Number of pages: 35 Posted: 07 May 2026
affiliation not provided to SSRN, Johannes Kepler University Linz, affiliation not provided to SSRN and University of L'Aquila - Department of Information Engineering, Computer Science and Mathematics
Downloads 24 (1,411,822)

Abstract:

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Code Obfuscation, Large Language Models, Semantic elasticity, Open-source LLMs, Prompt Engineering, software security

7.

Assessing Fairness Fragility in ML-Enabled Systems via Mutation-Based Dataset Stress Testing

Number of pages: 28 Posted: 07 May 2026
University of Salerno, University of Salerno, affiliation not provided to SSRN, Johannes Kepler University Linz, affiliation not provided to SSRN, affiliation not provided to SSRN, Tilburg University and University of Salerno
Downloads 19 (1,459,862)

Abstract:

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Machine Learning Fairness, Software Engineering for Artificial Intelligence, Empirical Software Engineering

8.

DbU-Cloud: Density-based Unsupervised Document Ranking with Large Language Models

Number of pages: 35 Posted: 25 Feb 2026
Andrea D'Angelo, Antinisca Di Marco and Giovanni Stilo
affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 9 (1,548,648)

Abstract:

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Document Ranking, Unsupervised, Large Language Model, Embeddings