Gonçalo Faria

Ph.D. Student @ Noah's ARK, UW CSE
gfaria@cs.washington.edu

I am currently an PhD student at University of Washington, under the guidance of Professor Noah Smith. I studied at the University of Minho for my undergrad and at Instituto Superior Técnico for my master's (Portugal). My master's dissertation, advised by André Martins and Mário Figueiredo, focused on Differentiable Causal Discovery.


Publications
Sample, Don't Search: Rethinking Test-Time Alignment for Language Models
TBD
Website
Paper
Gonçalo R. A. Faria, Noah Smith
Modeling User Preferences with Automatic Metrics: Creating a High-Quality Preference Dataset for Machine Translation
EMNLP 2024
Paper
Sweta Agrawal, José G. C. de Souza, Ricardo Rei, António Farinhas, Gonçalo Faria, Patrick Fernandes, Nuno M Guerreiro, Andre Martins
QUEST: Quality-Aware Metropolis-Hastings Sampling for Machine Translation
NEURIPS 2024
Website
Paper
Gonçalo R. A. Faria, Sweta Agrawal, António Farinhas, Ricardo Rei, José G. C. de Souza, André F. T. Martins
Differentiable Causal Discovery Under Latent Interventions
CLEAR 2022
Website
Paper
Gonçalo R. A. Faria, André F. T. Martins, Mário A. T. Figueiredo

Also on Google Scholar