Bayesian optimization for optimizing retrieval systems
The effectiveness of information retrieval systems heavily depends on a large number of
hyperparameters that need to be tuned. Hyperparameters range from the choice of different …
hyperparameters that need to be tuned. Hyperparameters range from the choice of different …
[PDF][PDF] Effective collection construction for information retrieval evaluation and optimization
D Li - SIGIR Forum, 2020 - pure.uva.nl
1. Introduction search goal; and (3) a set of relevance assessments, typically binary labels of
relevance for query-document pairs. Relevance is assessed relative to an information need …
relevance for query-document pairs. Relevance is assessed relative to an information need …
[PDF][PDF] À la recherche des paramètres des modèles de RI.
Nous abordons ici le problème de l'estimation des paramètres des modèles standard de la
recherche d'information sur de nouvelles collections pour lesquelles aucun jugement de …
recherche d'information sur de nouvelles collections pour lesquelles aucun jugement de …