Alert button
Picture for André F. T. Martins

André F. T. Martins

Alert button

Efficient Machine Translation Domain Adaptation

Apr 26, 2022
Pedro Henrique Martins, Zita Marinho, André F. T. Martins

Figure 1 for Efficient Machine Translation Domain Adaptation
Figure 2 for Efficient Machine Translation Domain Adaptation
Figure 3 for Efficient Machine Translation Domain Adaptation
Figure 4 for Efficient Machine Translation Domain Adaptation
Viaarxiv icon

Learning to Scaffold: Optimizing Model Explanations for Teaching

Apr 22, 2022
Patrick Fernandes, Marcos Treviso, Danish Pruthi, André F. T. Martins, Graham Neubig

Figure 1 for Learning to Scaffold: Optimizing Model Explanations for Teaching
Figure 2 for Learning to Scaffold: Optimizing Model Explanations for Teaching
Figure 3 for Learning to Scaffold: Optimizing Model Explanations for Teaching
Figure 4 for Learning to Scaffold: Optimizing Model Explanations for Teaching
Viaarxiv icon

Better Uncertainty Quantification for Machine Translation Evaluation

Apr 13, 2022
Chrysoula Zerva, Taisiya Glushkova, Ricardo Rei, André F. T. Martins

Figure 1 for Better Uncertainty Quantification for Machine Translation Evaluation
Figure 2 for Better Uncertainty Quantification for Machine Translation Evaluation
Figure 3 for Better Uncertainty Quantification for Machine Translation Evaluation
Figure 4 for Better Uncertainty Quantification for Machine Translation Evaluation
Viaarxiv icon

Differentiable Causal Discovery Under Latent Interventions

Mar 04, 2022
Gonçalo R. A. Faria, André F. T. Martins, Mário A. T. Figueiredo

Figure 1 for Differentiable Causal Discovery Under Latent Interventions
Figure 2 for Differentiable Causal Discovery Under Latent Interventions
Figure 3 for Differentiable Causal Discovery Under Latent Interventions
Figure 4 for Differentiable Causal Discovery Under Latent Interventions
Viaarxiv icon

Modeling Structure with Undirected Neural Networks

Feb 08, 2022
Tsvetomila Mihaylova, Vlad Niculae, André F. T. Martins

Figure 1 for Modeling Structure with Undirected Neural Networks
Figure 2 for Modeling Structure with Undirected Neural Networks
Figure 3 for Modeling Structure with Undirected Neural Networks
Figure 4 for Modeling Structure with Undirected Neural Networks
Viaarxiv icon

Predicting Attention Sparsity in Transformers

Sep 24, 2021
Marcos Treviso, António Góis, Patrick Fernandes, Erick Fonseca, André F. T. Martins

Figure 1 for Predicting Attention Sparsity in Transformers
Figure 2 for Predicting Attention Sparsity in Transformers
Figure 3 for Predicting Attention Sparsity in Transformers
Figure 4 for Predicting Attention Sparsity in Transformers
Viaarxiv icon

When Does Translation Require Context? A Data-driven, Multilingual Exploration

Sep 15, 2021
Kayo Yin, Patrick Fernandes, André F. T. Martins, Graham Neubig

Figure 1 for When Does Translation Require Context? A Data-driven, Multilingual Exploration
Figure 2 for When Does Translation Require Context? A Data-driven, Multilingual Exploration
Figure 3 for When Does Translation Require Context? A Data-driven, Multilingual Exploration
Figure 4 for When Does Translation Require Context? A Data-driven, Multilingual Exploration
Viaarxiv icon

$\infty$-former: Infinite Memory Transformer

Sep 15, 2021
Pedro Henrique Martins, Zita Marinho, André F. T. Martins

Figure 1 for $\infty$-former: Infinite Memory Transformer
Figure 2 for $\infty$-former: Infinite Memory Transformer
Figure 3 for $\infty$-former: Infinite Memory Transformer
Figure 4 for $\infty$-former: Infinite Memory Transformer
Viaarxiv icon

Uncertainty-Aware Machine Translation Evaluation

Sep 13, 2021
Taisiya Glushkova, Chrysoula Zerva, Ricardo Rei, André F. T. Martins

Figure 1 for Uncertainty-Aware Machine Translation Evaluation
Figure 2 for Uncertainty-Aware Machine Translation Evaluation
Figure 3 for Uncertainty-Aware Machine Translation Evaluation
Figure 4 for Uncertainty-Aware Machine Translation Evaluation
Viaarxiv icon

SPECTRA: Sparse Structured Text Rationalization

Sep 09, 2021
Nuno Miguel Guerreiro, André F. T. Martins

Figure 1 for SPECTRA: Sparse Structured Text Rationalization
Figure 2 for SPECTRA: Sparse Structured Text Rationalization
Figure 3 for SPECTRA: Sparse Structured Text Rationalization
Figure 4 for SPECTRA: Sparse Structured Text Rationalization
Viaarxiv icon