Javier Ferrando | DeepAI

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Featured Co-authors

Marta R. Costa-Jussà
52 publications
Matthias Sperber
20 publications
Jordi Torres
19 publications
Elena Voita
16 publications
David Garcia
15 publications
Gerard I. Gállego
15 publications
Carlos Escolano
15 publications
Belen Alastruey
7 publications
Hendra Setiawan
7 publications
Ioannis Tsiamas
6 publications
Christophe Ropers
6 publications

∙ 09/09/2023

Neurons in Large Language Models: Dead, N-gram, Positional

We analyze a family of large language models in such a lightweight manne...

0 Elena Voita, et al. ∙

∙ 09/05/2023

Automating Behavioral Testing in Machine Translation

Behavioral testing in NLP allows fine-grained evaluation of systems by e...

0 Javier Ferrando, et al. ∙

∙ 05/21/2023

Explaining How Transformers Use Context to Build Predictions

Language Generation Models produce words based on the previous context. ...

0 Javier Ferrando, et al. ∙

∙ 10/06/2022

Toxicity in Multilingual Machine Translation at Scale

Machine Translation systems can produce different types of errors, some ...

1 Marta R. Costa-Jussà, et al. ∙

∙ 05/23/2022

Towards Opening the Black Box of Neural Machine Translation: Source and Target Interpretations of the Transformer

In Neural Machine Translation (NMT), each token prediction is conditione...

4 Javier Ferrando, et al. ∙

∙ 04/19/2022

On the Locality of Attention in Direct Speech Translation

Transformers have achieved state-of-the-art results across multiple NLP ...

4 Belen Alastruey, et al. ∙

∙ 03/08/2022

Measuring the Mixing of Contextual Information in the Transformer

The Transformer architecture aggregates input information through the se...

7 Javier Ferrando, et al. ∙

∙ 09/13/2021

Attention Weights in Transformer NMT Fail Aligning Words Between Sequences but Largely Explain Model Predictions

This work proposes an extensive analysis of the Transformer architecture...

0 Javier Ferrando, et al. ∙

∙ 12/24/2020

Gender Bias in Multilingual Neural Machine Translation: The Architecture Matters

Multilingual Neural Machine Translation architectures mainly differ in t...

21 Marta R. Costa-Jussà, et al. ∙

∙ 06/16/2020

Improving accuracy and speeding up Document Image Classification through parallel systems

This paper presents a study showing the benefits of the EfficientNet mod...

5 Javier Ferrando, et al. ∙

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