Which Neurons Matter in IR? Applying Integrated Gradients-based Methods to Understand Cross-Encoders.

@inproceedings{vast-2024-neurons, author = {Mathias Vast and Basile Van Cooten and Laure Soulier and Benjamin Piwowarski}, editor = {Harrie Oosterhuis and Hannah Bast and Chenyan Xiong}, title = {{Which Neurons Matter in IR? Applying Integrated Gradients-based Methods to Understand Cross-Encoders}}, booktitle = {{Proceedings of the 2024 ACM SIGIR International Conference on Theory of Information Retrieval, ICTIR 2024, Washington, DC, USA, 13 July 2024}}, pages = {133--143}, publisher = {ACM}, year = {2024}, url = {https://doi.org/10.1145/3664190.3672528}, doi = {https://doi.org/10.1145/3664190.3672528} }