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Javier Ferrando
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Interpreting gender bias in neural machine translation: Multilingual architecture matters
MR Costa-jussà, C Escolano, C Basta, J Ferrando, R Batlle, ...
AAAI 2022, 2022
39*2022
Improving accuracy and speeding up document image classification through parallel systems
J Ferrando, JL Domínguez, J Torres, R García, D García, D Garrido, ...
Computational Science–ICCS 2020: 20th International Conference, Amsterdam …, 2020
372020
Towards opening the black box of neural machine translation: Source and target interpretations of the transformer
J Ferrando, GI Gállego, B Alastruey, C Escolano, MR Costa-jussà
EMNLP 2022, 2022
362022
Measuring the Mixing of Contextual Information in the Transformer
J Ferrando, GI Gállego, MR Costa-jussà
EMNLP 2022, 2022
342022
Neurons in large language models: Dead, n-gram, positional
E Voita, J Ferrando, C Nalmpantis
ACL 2024 Findings, 2023
162023
Attention Weights in Transformer NMT Fail Aligning Words Between Sequences but Largely Explain Model Predictions
J Ferrando, MR Costa-jussà
EMNLP 2021 (Findings), 2021
162021
Explaining How Transformers Use Context to Build Predictions
J Ferrando, GI Gállego, I Tsiamas, MR Costa-jussà
ACL 2023, 2023
142023
Toxicity in multilingual machine translation at scale
MR Costa-jussà, E Smith, C Ropers, D Licht, J Maillard, J Ferrando, ...
EMNLP 2023 (Findings), 2022
142022
A primer on the inner workings of transformer-based language models
J Ferrando, G Sarti, A Bisazza, MR Costa-jussà
arXiv preprint arXiv:2405.00208, 2024
122024
On the Locality of Attention in Direct Speech Translation
B Alastruey*, J Ferrando*, GI Gállego, MR Costa-jussà
ACL SRW 2022, 2022
82022
Information flow routes: Automatically interpreting language models at scale
J Ferrando, E Voita
arXiv preprint arXiv:2403.00824, 2024
62024
The TALP-UPC Participation in WMT21 News Translation Task: an mBART-based NMT Approach
C Escolano, I Tsiamas, C Basta, J Ferrando, MR Costa-jussà, ...
WMT 2021, 2021
42021
Lm transparency tool: Interactive tool for analyzing transformer language models
I Tufanov, K Hambardzumyan, J Ferrando, E Voita
ACL 2024 Demo, 2024
12024
On the Similarity of Circuits across Languages: a Case Study on the Subject-verb Agreement Task
J Ferrando, MR Costa-jussà
ICML 2024 Workshop on Mechanistic Interpretability, 2024
2024
Automating Behavioral Testing in Machine Translation
J Ferrando, M Sperber, H Setiawan, D Telaar, S Hasan
WMT 2023, 2023
2023
En aquests moments el sistema no pot dur a terme l'operació. Torneu-ho a provar més tard.
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