Is Interpretable Machine Learning Effective at Feature Selection for Neural Learning-to-Rank?

Lijun Lyu|Nirmal Roy|Harrie Oosterhuis|Avishek Anand


Anthology ID:DBLP:conf/ecir/LyuROA24
Volume:Advances in Information Retrieval - 46th European Conference on Information Retrieval, ECIR 2024, Glasgow, UK, March 24-28, 2024, Proceedings, Part IV
Year:2024
Venue:European Conference on Advances in Information Retrieval (ECIR)
Publisher:Springer
Pages:384-402
URL:https://doi.org/10.1007/978-3-031-56066-8_29
DOI:https://doi.org/10.1007/978-3-031-56066-8_29
DBLP:conf/ecir/LyuROA24
BibTeX:
@inproceedings{lyu-2024-interpretable, author = {Lijun Lyu and Nirmal Roy and Harrie Oosterhuis and Avishek Anand}, editor = {Nazli Goharian and Nicola Tonellotto and Yulan He and Aldo Lipani and Graham McDonald and Craig Macdonald and Iadh Ounis}, title = {{Is Interpretable Machine Learning Effective at Feature Selection for Neural Learning-to-Rank?}}, booktitle = {{Advances in Information Retrieval - 46th European Conference on Information Retrieval, ECIR 2024, Glasgow, UK, March 24-28, 2024, Proceedings, Part IV}}, series = {Lecture Notes in Computer Science}, volume = {14611}, pages = {384--402}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-56066-8_29}, doi = {https://doi.org/10.1007/978-3-031-56066-8_29} }