António Farinhas

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 20

Top Topics

Machine Translation

Attention Mechanism

Translation Model

Top Venues

J. Mach. Learn. Res.

Publications

Sweta Agrawal, António Farinhas, Ricardo Rei, André F. T. Martins
Can Automatic Metrics Assess High-Quality Translations? CoRR (2024)
Margarida M. Campos, António Farinhas, Chrysoula Zerva, Mário A. T. Figueiredo, André F. T. Martins
Conformal Prediction for Natural Language Processing: A Survey. CoRR (2024)
Gonçalo Rui Alves Faria, Sweta Agrawal, António Farinhas, Ricardo Rei, José G. C. de Souza, André F. T. Martins
QUEST: Quality-Aware Metropolis-Hastings Sampling for Machine Translation. CoRR (2024)
António Farinhas, Chrysoula Zerva, Dennis Ulmer, André F. T. Martins
Non-Exchangeable Conformal Risk Control. ICLR (2024)
Miguel Moura Ramos, Patrick Fernandes, António Farinhas, André F. T. Martins
Aligning Neural Machine Translation Models: Human Feedback in Training and Inference. CoRR (2023)
Patrick Fernandes, Aman Madaan, Emmy Liu, António Farinhas, Pedro Henrique Martins, Amanda Bertsch, José G. C. de Souza, Shuyan Zhou, Tongshuang Wu, Graham Neubig, André F. T. Martins
Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language Generation. CoRR (2023)
Patrick Fernandes, Aman Madaan, Emmy Liu, António Farinhas, Pedro Henrique Martins, Amanda Bertsch, José G. C. de Souza, Shuyan Zhou, Tongshuang Wu, Graham Neubig, André F. T. Martins
Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language Generation. Trans. Assoc. Comput. Linguistics 11 (2023)
António Farinhas, José Guilherme Camargo de Souza, André F. T. Martins
An Empirical Study of Translation Hypothesis Ensembling with Large Language Models. EMNLP (2023)
António Farinhas, José G. C. de Souza, André F. T. Martins
An Empirical Study of Translation Hypothesis Ensembling with Large Language Models. CoRR (2023)
António Farinhas, Chrysoula Zerva, Dennis Ulmer, André F. T. Martins
Non-Exchangeable Conformal Risk Control. CoRR (2023)
André F. T. Martins, Marcos V. Treviso, António Farinhas, Pedro M. Q. Aguiar, Mário A. T. Figueiredo, Mathieu Blondel, Vlad Niculae
Sparse Continuous Distributions and Fenchel-Young Losses. J. Mach. Learn. Res. 23 (2022)
Patrick Fernandes, António Farinhas, Ricardo Rei, José G. C. de Souza, Perez Ogayo, Graham Neubig, André F. T. Martins
Quality-Aware Decoding for Neural Machine Translation. CoRR (2022)
Patrick Fernandes, António Farinhas, Ricardo Rei, José Guilherme Camargo de Souza, Perez Ogayo, Graham Neubig, André F. T. Martins
Quality-Aware Decoding for Neural Machine Translation. NAACL-HLT (2022)
António Farinhas, Wilker Aziz, Vlad Niculae, André F. T. Martins
Sparse Communication via Mixed Distributions. ICLR (2022)
António Farinhas, Wilker Aziz, Vlad Niculae, André F. T. Martins
Sparse Communication via Mixed Distributions. CoRR (2021)
António Farinhas, André F. T. Martins, Pedro M. Q. Aguiar
Multimodal Continuous Visual Attention Mechanisms. ICCVW (2021)
André F. T. Martins, Marcos V. Treviso, António Farinhas, Pedro M. Q. Aguiar, Mário A. T. Figueiredo, Mathieu Blondel, Vlad Niculae
Sparse Continuous Distributions and Fenchel-Young Losses. CoRR (2021)
António Farinhas, André F. T. Martins, Pedro M. Q. Aguiar
Multimodal Continuous Visual Attention Mechanisms. CoRR (2021)
André F. T. Martins, Marcos V. Treviso, António Farinhas, Vlad Niculae, Mário A. T. Figueiredo, Pedro M. Q. Aguiar
Sparse and Continuous Attention Mechanisms. CoRR (2020)
André F. T. Martins, António Farinhas, Marcos V. Treviso, Vlad Niculae, Pedro M. Q. Aguiar, Mário A. T. Figueiredo
Sparse and Continuous Attention Mechanisms. NeurIPS (2020)