Interpreting Multilingual and Document-Length Sensitive Relevance Computations in Neural Retrieval Models through Axiomatic Causal Interventions.

Oliver Savolainen|Dur e Najaf Amjad|Roxana Petcu


Anthology ID:DBLP:conf/sigir/SavolainenAP25
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:3255-3264
URL:https://doi.org/10.1145/3726302.3730327
DOI:https://doi.org/10.1145/3726302.3730327
DBLP:conf/sigir/SavolainenAP25
BibTeX:
@inproceedings{savolainen-2025-interpreting, author = {Oliver Savolainen and Dur e Najaf Amjad and Roxana Petcu}, editor = {Nicola Ferro and Maria Maistro and Gabriella Pasi and Omar Alonso and Andrew Trotman and Suzan Verberne}, title = {{Interpreting Multilingual and Document-Length Sensitive Relevance Computations in Neural Retrieval Models through Axiomatic Causal Interventions}}, 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 = {3255--3264}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3726302.3730327}, doi = {https://doi.org/10.1145/3726302.3730327} }