1 code implementation • 12 Dec 2022 • Guilherme Rosa, Luiz Bonifacio, Vitor Jeronymo, Hugo Abonizio, Marzieh Fadaee, Roberto Lotufo, Rodrigo Nogueira
We find that the number of parameters and early query-document interactions of cross-encoders play a significant role in the generalization ability of retrieval models.
no code implementations • 9 Aug 2022 • Vitor Jeronymo, Guilherme Rosa, Surya Kallumadi, Roberto Lotufo, Rodrigo Nogueira
In this work we describe our submission to the product ranking task of the Amazon KDD Cup 2022.
1 code implementation • 14 Jan 2022 • Ramon Pires, Fábio C. de Souza, Guilherme Rosa, Roberto A. Lotufo, Rodrigo Nogueira
A typical information extraction pipeline consists of token- or span-level classification models coupled with a series of pre- and post-processing scripts.