Benchmarking Large Language Models for Reputational Risk Assessment in Supply Chains: A Case Study

Laleh Davoodi; Sima Salimi; Abul Khair Jyote; Jozsef Mezei; Filip Ginter

Benchmarking Large Language Models for Reputational Risk Assessment in Supply Chains: A Case Study

Laleh Davoodi, Sima Salimi, Abul Khair Jyote, Jozsef Mezei, Filip Ginter

Research output: Chapter in Book/Conference proceeding › Published conference proceeding › Scientific › peer-review

Original language	English
Title of host publication	29th International Symposium on Logistics (2025)
Editors	Andrew Potter, Kulwant S Pawar, Matthias Kalverkamp , Helen Rogers
Publisher	University of Nottingham
Pages	272-279
ISBN (Electronic)	978-0-85358-354-7
Publication status	Published - Jul 2025
MoE publication type	A4 Article in a conference publication
Event	International Symposium on Logistics - Wiesbaden, Germany Duration: 6 Jul 2025 → 9 Jul 2025 Conference number: 29th https://www.islconf.org

Conference

Conference	International Symposium on Logistics
Abbreviated title	ISL
Country/Territory	Germany
City	Wiesbaden
Period	06/07/25 → 09/07/25
Internet address	https://www.islconf.org

Keywords

LLM
Machine Learning
Reputational Risk Assessment
supply chain
Business News Articles

Access to Document

https://www.islconf.org/wp-content/uploads/2025/08/Proceedings-ISL-2025.pdfLicence: Publisher rights policy

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Davoodi, L., Salimi, S., Jyote, A. K., Mezei, J., & Ginter, F. (2025). Benchmarking Large Language Models for Reputational Risk Assessment in Supply Chains: A Case Study. In A. Potter, K. S. Pawar, M. Kalverkamp , & H. Rogers (Eds.), 29th International Symposium on Logistics (2025) (pp. 272-279). University of Nottingham. https://www.islconf.org/wp-content/uploads/2025/08/Proceedings-ISL-2025.pdf

@inproceedings{faecac0231b04336a92aa0b458201631,

title = "Benchmarking Large Language Models for Reputational Risk Assessment in Supply Chains: A Case Study",

keywords = "LLM, Machine Learning, Reputational Risk Assessment, supply chain, Business News Articles",

author = "Laleh Davoodi and Sima Salimi and Jyote, \{Abul Khair\} and Jozsef Mezei and Filip Ginter",

year = "2025",

month = jul,

language = "English",

pages = "272--279",

editor = "Potter, \{Andrew \} and Pawar, \{Kulwant S \} and \{Kalverkamp \}, \{Matthias \} and \{Rogers \}, Helen",

booktitle = "29th International Symposium on Logistics (2025)",

publisher = "University of Nottingham",

address = "United Kingdom",

note = " International Symposium on Logistics, ISL ; Conference date: 06-07-2025 Through 09-07-2025",

url = "https://www.islconf.org ",

}

Davoodi, L , Salimi, S, Jyote, AK, Mezei, J & Ginter, F 2025, Benchmarking Large Language Models for Reputational Risk Assessment in Supply Chains: A Case Study. in A Potter, KS Pawar, M Kalverkamp & H Rogers (eds), 29th International Symposium on Logistics (2025). University of Nottingham, pp. 272-279, International Symposium on Logistics, Wiesbaden, Germany, 06/07/25. <https://www.islconf.org/wp-content/uploads/2025/08/Proceedings-ISL-2025.pdf>

Benchmarking Large Language Models for Reputational Risk Assessment in Supply Chains: A Case Study. / Davoodi, Laleh ; Salimi, Sima; Jyote, Abul Khair et al.
29th International Symposium on Logistics (2025). ed. / Andrew Potter; Kulwant S Pawar; Matthias Kalverkamp ; Helen Rogers . University of Nottingham, 2025. p. 272-279.

Research output: Chapter in Book/Conference proceeding › Published conference proceeding › Scientific › peer-review

TY - GEN

T1 - Benchmarking Large Language Models for Reputational Risk Assessment in Supply Chains: A Case Study

AU - Davoodi, Laleh

AU - Salimi, Sima

AU - Jyote, Abul Khair

AU - Mezei, Jozsef

AU - Ginter, Filip

N1 - Conference code: 29th

PY - 2025/7

Y1 - 2025/7

KW - LLM

KW - Machine Learning

KW - Reputational Risk Assessment

KW - supply chain

KW - Business News Articles

UR - https://www.islconf.org

M3 - Published conference proceeding

SP - 272

EP - 279

BT - 29th International Symposium on Logistics (2025)

A2 - Potter, Andrew

A2 - Pawar, Kulwant S

A2 - Kalverkamp , Matthias

A2 - Rogers , Helen

PB - University of Nottingham

T2 - International Symposium on Logistics

Y2 - 6 July 2025 through 9 July 2025

ER -

Benchmarking Large Language Models for Reputational Risk Assessment in Supply Chains: A Case Study

Conference

Keywords

Access to Document

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