Nuno M Guerreiro
6 papers · 2024–2026 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
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Hot Topic Early Bird
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Trend Setter
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Research topics
Keywords
machine translation
(5)
large language model
(2)
in-context learning
(1)
neural machine translation
(1)
preference optimization
(1)
instruction following
(1)
quality estimation
(1)
computational efficiency
(1)
human feedback
(1)
computational cost
(1)
hallucination detection
(1)
detector aggregation
(1)
classifier ensemble
(1)
translation quality
(1)
multilingual language model
(1)
multilingual large language model
(1)
context utilization
(1)
positional bia
(1)
human alignment
(1)
cascaded system
(1)
Papers
TOWER+: Bridging Generality and Translation Specialization in Multilingual LLMs
ACL 2026
Translate Smart, not Hard: Cascaded Translation Systems with Quality-Aware Deferral
EMNLP 2025
Analyzing Context Contributions in LLM-based Machine Translation
EMNLP 2024
Enhanced Hallucination Detection in Neural Machine Translation through Simple Detector Aggregation
EMNLP 2024
Modeling User Preferences with Automatic Metrics: Creating a High-Quality Preference Dataset for Machine Translation
EMNLP 2024
xTower: A Multilingual LLM for Explaining and Correcting Translation Errors
EMNLP 2024