Gerard I. Gállego
14 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (30) 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🔬 Deep Specialist (10)
🤝
Dynamic Duo
(11)
💎
Century Club · Bronze
⚡
Prolific Year · Productive
🗃️
Keyword Collector
(68)
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Natural Language Processing
(11)
Deep Learning
(10)
Applications
(10)
Machine Learning
(8)
Architectures
(7)
Speech & Audio
(6)
Artificial Intelligence
(5)
Core AI
(5)
Learning Types · Machine Learning
(5)
Recognition
(5)
Learning Types · Deep Learning
(4)
Application Areas
(3)
Core Methods
(3)
Techniques
(3)
Analysis
(1)
Keywords
speech translation
(7)
attention mechanism
(4)
speech encoder
(4)
transfer learning
(3)
optimal transport
(2)
neural machine translation
(2)
transformer model
(2)
knowledge distillation
(2)
end-to-end learning
(2)
adapter module
(2)
speech-to-text translation
(2)
sign language translation
(1)
multilingual translation
(1)
context understanding
(1)
self-attention mechanism
(1)
chain-of-thought reasoning
(1)
context modeling
(1)
cross-lingual transfer
(1)
curriculum learning
(1)
model interpretability
(1)
Papers
Speech-to-Text Translation with Phoneme-Augmented CoT: Enhancing Cross-Lingual Transfer in Low-Resource Scenarios
Interspeech 2025
Pushing the Limits of Zero-shot End-to-End Speech Translation
ACL 2024
SpeechAlign: A Framework for Speech Translation Alignment Evaluation
COLING 2024
Unveiling the Role of Pretraining in Direct Speech Translation
EMNLP 2024
Explaining How Transformers Use Context to Build Predictions
ACL 2023
Speech Translation with Foundation Models and Optimal Transport: UPC at IWSLT23
ACL 2023
Measuring the Mixing of Contextual Information in the Transformer
EMNLP 2022
Multiformer: A Head-Configurable Transformer-Based Model for Direct Speech Translation
NAACL 2022
On the Locality of Attention in Direct Speech Translation
ACL 2022
Pretrained Speech Encoders and Efficient Fine-tuning Methods for Speech Translation: UPC at IWSLT 2022
ACL 2022
SHAS: Approaching optimal Segmentation for End-to-End Speech Translation
Interspeech 2022
Tackling Low-Resourced Sign Language Translation: UPC at WMT-SLT 22
EMNLP 2022
Towards Opening the Black Box of Neural Machine Translation: Source and Target Interpretations of the Transformer
EMNLP 2022
End-to-End Speech Translation with Pre-trained Models and Adapters: UPC at IWSLT 2021
ACL 2021