@INPROCEEDINGS{cheng25ecir, author = {Kasra Hosseini and Thomas Kober and Josip Krapac and Roland Vollgraf and Weiwei Cheng and Ana Peleteiro Ramallo}, title = {Retrieve, annotate, evaluate, repeat: leveraging multimodal LLMs for large-scale product retrieval evaluation}, booktitle = {LNCS 15572 Advances in Information Retrieval: ECIR 2025}, year = {2025}, pages = {149--163}, publisher = {Springer}, editor = {Claudia Hauff and Craig Macdonald and Dietmar Jannach and Gabriella Kazai and Franco Maria Nardini and Fabio Pinelli and Fabrizio Silvestri and Nicola Tonellotto}, address = {Lucca, Italy}, month = {April} }