Search Results for author: Guilherme Rosa

Found 3 papers, 2 papers with code

In Defense of Cross-Encoders for Zero-Shot Retrieval

1 code implementation12 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.

Retrieval

Sequence-to-Sequence Models for Extracting Information from Registration and Legal Documents

1 code implementation14 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.

Open Information Extraction Question Answering

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