Raúl Vázquez
24 papers · 2018–2026 · 7 venues · across top CS/AI venues
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machine translation
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neural machine translation
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low-resource language
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transfer learning
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multilingual model
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parallel corpus
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attention mechanism
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hallucination detection
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large language model
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indigenous language
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attention bridge
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multilingual neural machine translation
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knowledge distillation
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data filtering
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zero-shot translation
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data augmentation
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representation learning
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shared task
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multilingual translation
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Papers
Language Models Learn Universal Representations of Numbers and Here’s Why You Should Care
ACL 2026
Findings of the AmericasNLP 2025 Shared Tasks on Machine Translation, Creation of Educational Material, and Translation Metrics for Indigenous Languages of the Americas
NAACL 2025
GlotEval: A Test Suite for Massively Multilingual Evaluation of Large Language Models
EMNLP 2025
Scaling Low-Resource MT via Synthetic Data Generation with LLMs
EMNLP 2025
SemEval-2025 Task 3: Mu-SHROOM, the Multilingual Shared-task on Hallucinations and Related Observable Overgeneration Mistakes
SemEval 2025
SHROOM-CAP: Shared Task on Hallucinations and Related Observable Overgeneration Mistakes in Crosslingual Analyses of Publications
AACL 2025
Your Model is Overconfident, and Other Lies We Tell Ourselves
ACL 2025
Findings of the AmericasNLP 2024 Shared Task on Machine Translation into Indigenous Languages
NAACL 2024
I Have an Attention Bridge to Sell You: Generalization Capabilities of Modular Translation Architectures
NAACL 2024
MAMMOTH: Massively Multilingual Modular Open Translation @ Helsinki
EACL 2024
SemEval-2024 Task 6: SHROOM, a Shared-task on Hallucinations and Related Observable Overgeneration Mistakes
SemEval 2024
Four Approaches to Low-Resource Multilingual NMT: The Helsinki Submission to the AmericasNLP 2023 Shared Task
ACL 2023
Why Bother with Geometry? On the Relevance of Linear Decompositions of Transformer Embeddings
EMNLP 2023
A Closer Look at Parameter Contributions When Training Neural Language and Translation Models
COLING 2022
An Empirical Investigation of Word Alignment Supervision for Zero-Shot Multilingual Neural Machine Translation
EMNLP 2021
On the differences between BERT and MT encoder spaces and how to address them in translation tasks
ACL 2021
The Helsinki submission to the AmericasNLP shared task
NAACL 2021
The University of Helsinki Submission to the IWSLT2020 Offline SpeechTranslation Task
ACL 2020
An Evaluation of Language-Agnostic Inner-Attention-Based Representations in Machine Translation
ACL 2019
Multilingual NMT with a Language-Independent Attention Bridge
ACL 2019
The University of Helsinki Submissions to the WMT19 News Translation Task
ACL 2019
The University of Helsinki Submissions to the WMT19 Similar Language Translation Task
ACL 2019
The University of Helsinki Submission to the WMT19 Parallel Corpus Filtering Task
ACL 2019
The MeMAD Submission to the WMT18 Multimodal Translation Task
EMNLP 2018