Examples as the Prompt: A Scalable Approach for Efficient LLM Adaptation in E-Commerce.

@inproceedings{zeng-2025-examples, author = {Jingying Zeng and Zhenwei Dai and Hui Liu and Samarth Varshney and Zhiji Liu and Chen Luo and Zhen Li and Qi He and Xianfeng Tang}, editor = {Nicola Ferro and Maria Maistro and Gabriella Pasi and Omar Alonso and Andrew Trotman and Suzan Verberne}, title = {{Examples as the Prompt: A Scalable Approach for Efficient LLM Adaptation in E-Commerce}}, booktitle = {{Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025}}, pages = {4244--4248}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3726302.3731941}, doi = {https://doi.org/10.1145/3726302.3731941} }