How Well do Offline Metrics Predict Online Performance of Product Ranking Models?

Xiaojie Wang|Ruoyuan Gao|Anoop Jain|Graham Edge|Sachin Ahuja


Anthology ID:DBLP:conf/sigir/WangGJEA23
Volume:Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
Year:2023
Venue:Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
Publisher:ACM
Pages:3415-3420
URL:https://doi.org/10.1145/3539618.3591865
DOI:https://doi.org/10.1145/3539618.3591865
DBLP:conf/sigir/WangGJEA23
BibTeX:
@inproceedings{wang-2023-well, author = {Xiaojie Wang and Ruoyuan Gao and Anoop Jain and Graham Edge and Sachin Ahuja}, editor = {Hsin-Hsi Chen and Wei-Jou (Edward) Duh and Hen-Hsen Huang and Makoto P. Kato and Josiane Mothe and Barbara Poblete}, title = {{How Well do Offline Metrics Predict Online Performance of Product Ranking Models?}}, booktitle = {{Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023}}, pages = {3415--3420}, publisher = {ACM}, year = {2023}, url = {https://doi.org/10.1145/3539618.3591865}, doi = {https://doi.org/10.1145/3539618.3591865} }