The 2nd Workshop on Large Language Models for E-Commerce
Publication
, Conference
Han, H; Wang, F; Luo, C; Liu, H; Huang, J; Li, Z; Dai, Z; He, Q; Sun, Y; Yin, D; Wang, S; Tang, J; Pei, J; Tang, X
Published in: Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
August 3, 2025
Large Language Models (LLMs) are revolutionizing E-Commerce by enabling product recommendation, search, classification, question answering, and advertising applications. Their increasing adoption in real-world systems underscores their potential; however, challenges persist in ensuring accuracy, efficiency, fairness, and privacy. This workshop aims to bring together researchers and industry practitioners to explore both the limitations and opportunities of LLMs in e-commerce. The workshop seeks to foster collaboration, bridge the gap between academia and industry, and drive innovation in the application of LLMs to E-Commerce through discussions on model design, algorithmic advancements, and practical deployment.
Duke Scholars
Published In
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
DOI
ISSN
2154-817X
Publication Date
August 3, 2025
Volume
2
Start / End Page
6278 / 6279
Citation
APA
Chicago
ICMJE
MLA
NLM
Han, H., Wang, F., Luo, C., Liu, H., Huang, J., Li, Z., … Tang, X. (2025). The 2nd Workshop on Large Language Models for E-Commerce. In Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (Vol. 2, pp. 6278–6279). https://doi.org/10.1145/3711896.3737869
Han, H., F. Wang, C. Luo, H. Liu, J. Huang, Z. Li, Z. Dai, et al. “The 2nd Workshop on Large Language Models for E-Commerce.” In Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2:6278–79, 2025. https://doi.org/10.1145/3711896.3737869.
Han H, Wang F, Luo C, Liu H, Huang J, Li Z, et al. The 2nd Workshop on Large Language Models for E-Commerce. In: Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. 2025. p. 6278–9.
Han, H., et al. “The 2nd Workshop on Large Language Models for E-Commerce.” Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, vol. 2, 2025, pp. 6278–79. Scopus, doi:10.1145/3711896.3737869.
Han H, Wang F, Luo C, Liu H, Huang J, Li Z, Dai Z, He Q, Sun Y, Yin D, Wang S, Tang J, Pei J, Tang X. The 2nd Workshop on Large Language Models for E-Commerce. Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. 2025. p. 6278–6279.
Published In
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
DOI
ISSN
2154-817X
Publication Date
August 3, 2025
Volume
2
Start / End Page
6278 / 6279