Carlos Mullov
9 papers · 2022–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (28) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5)
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Keyword Collector
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Research topics
Machine Learning
(7)
Natural Language Processing
(5)
Deep Learning
(4)
Speech & Audio
(4)
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Applications · Natural Language Processing
(4)
Learning Types · Machine Learning
(4)
Recognition
(4)
Learning Types · Deep Learning
(3)
Artificial Intelligence
(2)
Resources & Methods
(2)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
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Keywords
machine translation
(5)
speech translation
(5)
low-resource language
(3)
automatic speech recognition
(2)
end-to-end model
(2)
data augmentation
(1)
multilingual nlp
(1)
domain adaptation
(1)
cross-lingual embedding
(1)
end-to-end translation
(1)
neural machine translation
(1)
multilingual translation
(1)
bleu score
(1)
synthetic data
(1)
end-to-end learning
(1)
pre-trained model
(1)
model ensemble
(1)
minimum bayes risk
(1)
cross-lingual transfer
(1)
model distillation
(1)
Papers
Few-Shot Learning Translation from New Languages
EMNLP 2025
KIT’s Low-resource Speech Translation Systems for IWSLT2025: System Enhancement with Synthetic Data and Model Regularization
ACL 2025
Decoupled Vocabulary Learning Enables Zero-Shot Translation from Unseen Languages
ACL 2024
SciEx: Benchmarking Large Language Models on Scientific Exams with Human Expert Grading and Automatic Grading
EMNLP 2024
The KIT Speech Translation Systems for IWSLT 2024 Dialectal and Low-resource Track
ACL 2024
End-to-End Evaluation for Low-Latency Simultaneous Speech Translation
EMNLP 2023
KIT’s Multilingual Speech Translation System for IWSLT 2023
ACL 2023
CUNI-KIT System for Simultaneous Speech Translation Task at IWSLT 2022
ACL 2022
Effective combination of pretrained models - KIT@IWSLT2022
ACL 2022