Challenges to Using Large Language Models in Code Generation and Repair
| Title: | Challenges to Using Large Language Models in Code Generation and Repair |
|---|---|
| Authors: | Pasquale, Liliana; Sabetta, Antonino; d'Amorim, Marcelo; Hegedus, Peter; Mirakhorli, Mehdi Tarrit; Okhravi, Hamed; Payer, Mathias; Rashid, Awais; Santos, Joanna C.S.; Spring, Jonathan M.; Tan, Lin; Tuma, Katja |
| Contributors: | Massacci, Fabio |
| Source: | Pasquale, L, Sabetta, A, d'Amorim, M, Hegedus, P, Mirakhorli, M T, Okhravi, H, Payer, M, Rashid, A, Santos, J C S, Spring, J M, Tan, L, Tuma, K & Massacci, F (ed.) 2025, 'Challenges to Using Large Language Models in Code Generation and Repair', IEEE Security and Privacy, vol. 23, no. 2, pp. 81-88. https://doi.org/10.1109/MSEC.2025.3530488 |
| Publication Year: | 2025 |
| Description: | Large language models (LLMs) hold great promise in solving many challenges arising from software complexity, including the possibility of automating code generation and repair. Although we cannot deny the groundbreaking nature of LLM-based code repair, we must be realistic in positioning current results. |
| Document Type: | article in journal/newspaper |
| File Description: | application/pdf |
| Language: | English |
| ISSN: | 1540-7993; 1558-4046 |
| Relation: | info:eu-repo/semantics/altIdentifier/hdl/https://hdl.handle.net/1871.1/28418e18-f322-4e2e-b64a-8c657adc84e5; info:eu-repo/semantics/altIdentifier/pissn/1540-7993; info:eu-repo/semantics/altIdentifier/eissn/1558-4046 |
| DOI: | 10.1109/MSEC.2025.3530488 |
| Availability: | https://research.vu.nl/en/publications/28418e18-f322-4e2e-b64a-8c657adc84e5; https://doi.org/10.1109/MSEC.2025.3530488; https://hdl.handle.net/1871.1/28418e18-f322-4e2e-b64a-8c657adc84e5; https://research.vu.nl/ws/files/425283123/Challenges_to_Using_Large_Language_Models_in_Code_Generation_and_Repair.pdf; https://www.scopus.com/pages/publications/105004222524; https://www.scopus.com/pages/publications/105004222524#tab=citedBy |
| Rights: | info:eu-repo/semantics/openAccess ; https://ub.vu.nl/nl/onderwijs-onderzoek/open-access/b-you-share-we-care/end-user-agreement.aspx |
| Accession Number: | edsbas.525E6DC6 |
| Database: | BASE |