Zobrazeno 1 - 7
of 7
pro vyhledávání: '"Luke Gallagher"'
Autor:
Marwah Alaofi, Luke Gallagher, Dana Mckay, Lauren L. Saling, Mark Sanderson, Falk Scholer, Damiano Spina, Ryen W. White
Publikováno v:
Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::f958fd1569ed50ccbd82f3080eeb482b
https://doi.org/10.1145/3477495.3531711
https://doi.org/10.1145/3477495.3531711
Publikováno v:
CIKM
Feature engineering is a fundamental but poorly documented component in Learning-to-Rank (LTR) search engines. Such features are commonly used to construct learning models for web and product search engines, recommender systems, and question-answerin
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::9da6160c57775a9a76fe0f924305d062
https://doi.org/10.1145/3340531.3412773
https://doi.org/10.1145/3340531.3412773
Publikováno v:
SIGIR
Language model pre-training has spurred a great deal of attention for tasks involving natural language understanding, and has been successfully applied to many downstream tasks with impressive results. Within information retrieval, many of these solu
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::211c949cdb479ee49efa0367c702aa74
https://doi.org/10.1145/3397271.3401263
https://doi.org/10.1145/3397271.3401263
Publikováno v:
WSDM
Reducing excessive costs in feature acquisition and model evaluation has been a long-standing challenge in learning-to-rank systems. A cascaded ranking architecture turns ranking into a pipeline of multiple stages, and has been shown to be a powerful
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::99982cebcdb8b416186edccd49dc549a
https://doi.org/10.1145/3289600.3290986
https://doi.org/10.1145/3289600.3290986
Publikováno v:
ADCS
The Waterloo spam scores are now a commonly used static document feature in web collections such as ClueWeb. This feature can be used as a post-retrieval filter, as a document prior, or as one of many features in a Learning-to-Rank system. In this wo
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::f23eae4963401f899c5da0d6755a94bc
https://doi.org/10.1145/3291992.3291999
https://doi.org/10.1145/3291992.3291999
Autor:
Luke Gallagher
Publikováno v:
SIGIR
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::cfefe2350716dffdd6824fbce7c850f4
https://doi.org/10.1145/3209978.3210220
https://doi.org/10.1145/3209978.3210220
Publikováno v:
SIGIR
Complex machine learning models are now an integral part of modern, large-scale retrieval systems. However, collection size growth continues to outpace advances in efficiency improvements in the learning models which achieve the highest effectiveness
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::5066f5d6392213c371f2a0e35a5d77d6
https://doi.org/10.1145/3077136.3080819
https://doi.org/10.1145/3077136.3080819