CSRM-LLM: Embracing Multilingual LLMs for Cold-Start Relevance Matching in Emerging E-commerce Markets.

@inproceedings{wang-2025-csrmllm, author = {Yujing Wang and Yiren Chen and Huoran Li and Chunxu Xu and Yuchong Luo and Xianghui Mao and Cong Li and Lun Du and Chunyang Ma and Qiqi Jiang and Yin Wang and Fan Gao and Wenting Mo and Pei Wen and Shantanu Kumar and Taejin Park and Yiwei Song and Vijay Rajaram and Tao Cheng and Sonu Durgia and Pranam Kolari}, editor = {Meeyoung Cha and Carl Yang and Senjuti Basu Roy and Chanyoung Park and Zhenhui Jessie Li and Noseong Park and Carl Yang and Senjuti Basu Roy and Zhenhui Jessie Li and Jaap Kamps and Kijung Shin and Bryan Hooi and Lifang He}, title = {{CSRM-LLM: Embracing Multilingual LLMs for Cold-Start Relevance Matching in Emerging E-commerce Markets}}, booktitle = {{Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025}}, pages = {6161--6168}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3746252.3761545}, doi = {https://doi.org/10.1145/3746252.3761545} }