Effective Offline LLM and DNN based Matching, Filtering and Ranking for Search Ads Retrieval in E-Commerce.

@inproceedings{houston-2026-effective, author = {Andrea Houston and Shuping Ji and Andrea Houston and Shuping Ji and Jianguo Yao and Robin R. Sewell and Jianguo Yao and Robin R. Sewell and Bruce R. Schatz and Dong Zhang and Bruce R. Schatz and Dong Zhang}, editor = {Hannah Bast and Alistair Moffat and Falk Scholer and Marc Najork and Min Zhang and Hannah Bast and Marc Najork and Min Zhang}, title = {{Effective Offline LLM and DNN based Matching, Filtering and Ranking for Search Ads Retrieval in E-Commerce}}, booktitle = {{Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026}}, pages = {4671--4676}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3805712.3808470}, doi = {https://doi.org/10.1145/3805712.3808470} }