Neuro-Symbolic AI in Software Engineering: A Critical State-of-the-Art Analysis

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Authors: Giammaria Giordano, Fabiano Pecorelli, Fabio Palomba
Cited by: 0

Abstract

# Replication Package This repository contains the **replication package** for the paper: **"Neuro-Symbolic AI in Software Engineering: A Critical State-of-the-Art Analysis"** The authors are omitted to preserve the **double-anonymous review process**. --- ## Repository Structure The repository is organized as follows: ``` . ├── Papers/ │ └── Contains all papers identified in the literature review │ ├── Figures/ │ ├── Research Method Overview.pdf │ └── Tasks.pdf │ └── neuro_symbolic_papers.xlsx ``` ### Papers This folder contains all the papers identified and analyzed during the **systematic literature review**. ### Figures This folder contains the figures used in the paper: - **Research Method Overview.pdf** Provides an overview of the research methodology adopted in this study. - **Tasks.pdf** Presents the results related to **Research Question 1 (RQ1)**. ### neuro_symbolic_papers.xlsx This Excel file contains the dataset used in the study, including the list of relevant papers considered in the literature review and the associated analysis data. --- ## Purpose of the Repository This repository is intended to support **research transparency and reproducibility** by providing the materials used in the study, including: - The collected literature - The extracted dataset - Supporting figures used in the paper --- ## License This repository is provided for **research and replication purposes**.

Fields of Study & Subjects

Software Engineering Research Software Engineering Techniques and Practices Artificial Intelligence Applications

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
4 March 2026
Language
EN