Raw static token vectors are a poor fit for MaxSim
Markewich advises against scoring raw static token vectors with MaxSim: it performed worse than standard pooling in the team’s exploration, changes the training target, and assumes contextualized vectors that static embeddings do not provide.
Éléments favorables
Extrait original
Don't score raw static token vectors with MaxSim. It's worse than the standard pooling, the scoring method is technically changing the training target. MaxSim assumes contextualized vectors and static embeddings are not contextual.Exploring Static Embedding Retrieval
Cet extrait ne contient pas de contexte supplémentaire. Consultez la conversation originale.
L’emplacement provient du texte original. Vérifiez la formulation et l’attribution dans leur contexte.