LLMs for product classification in e-commerce: A zero-shot comparative study of GPT and claude models

Konstantinos I. Roumeliotis, Nikolaos D. Tselikas, Dimitrios K. Nasiopoulos

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DOI: 10.1016/j.nlp.2025.100142
Published: 06
Container: Natural Language Processing Journal
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.1016/j.nlp.2025.100142,
  title = {LLMs for product classification in e-commerce: A zero-shot comparative study of GPT and claude models},
  author = {Konstantinos I. Roumeliotis and Nikolaos D. Tselikas and Dimitrios K. Nasiopoulos},
  year = {2025},
  journal = {Natural Language Processing Journal},
  doi = {10.1016/j.nlp.2025.100142},
  url = {https://doi.org/10.1016/j.nlp.2025.100142}
}

RIS

TY  - JOUR
TI  - LLMs for product classification in e-commerce: A zero-shot comparative study of GPT and claude models
AU  - Konstantinos I. Roumeliotis
AU  - Nikolaos D. Tselikas
AU  - Dimitrios K. Nasiopoulos
PY  - 2025
JO  - Natural Language Processing Journal
DO  - 10.1016/j.nlp.2025.100142
UR  - https://doi.org/10.1016/j.nlp.2025.100142
ER  -

APA

Roumeliotis, K. I., Tselikas, N. D., & Nasiopoulos, D. K. (2025). LLMs for product classification in e-commerce: A zero-shot comparative study of GPT and claude models. Natural Language Processing Journal. https://doi.org/10.1016/j.nlp.2025.100142

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doaj · retrieved 2026-09-26T05:42:16.415Z