Unveiling DIME: Reproducibility, Generalizability, and Formal Analysis of Dimension Importance Estimation for Dense Retrieval.

Cesare Campagnano|Antonio Mallia|Fabrizio Silvestri


Anthology ID:DBLP:conf/sigir/CampagnanoMS25
Volume:Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025
Year:2025
Venue:Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
Publisher:ACM
Pages:3367-3376
URL:https://doi.org/10.1145/3726302.3730318
DOI:https://doi.org/10.1145/3726302.3730318
DBLP:conf/sigir/CampagnanoMS25
BibTeX:
@inproceedings{campagnano-2025-unveiling, author = {Cesare Campagnano and Antonio Mallia and Fabrizio Silvestri}, editor = {Nicola Ferro and Maria Maistro and Gabriella Pasi and Omar Alonso and Andrew Trotman and Suzan Verberne}, title = {{Unveiling DIME: Reproducibility, Generalizability, and Formal Analysis of Dimension Importance Estimation for Dense Retrieval}}, 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 = {3367--3376}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3726302.3730318}, doi = {https://doi.org/10.1145/3726302.3730318} }