Rui Sousa-Silva
8 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(18)
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The Questioner
Venues
Top co-authors
Research topics
Machine Learning
(7)
Natural Language Processing
(6)
Applications · Natural Language Processing
(5)
Learning Types · Machine Learning
(4)
Resources & Methods
(4)
Deep Learning
(3)
Core Methods
(3)
Learning Types · Deep Learning
(3)
Artificial Intelligence
(2)
Application Areas
(2)
Learning Paradigms
(2)
Computer Science
(1)
Security & Privacy
(1)
Applications · Computer Science
(1)
Core AI
(1)
Keywords
low-resource language
(6)
machine translation
(3)
multilingual translation
(2)
neural machine translation
(2)
translation evaluation
(2)
african language
(2)
fraud detection
(1)
spam detection
(1)
benchmark dataset
(1)
evaluation benchmark
(1)
feature engineering
(1)
transformer fine-tuning
(1)
human annotation
(1)
sequence-to-sequence model
(1)
multilingual model
(1)
machine translation evaluation
(1)
smishing detection
(1)
mobile money fraud
(1)
spearman correlation
(1)
large language model
(1)
Papers
Evaluating WMT 2025 Metrics Shared Task Submissions on the SSA-MTE African Challenge Set
EMNLP 2025
Leveraging Loanword Constraints for Improving Machine Translation in a Low-Resource Multilingual Context
EMNLP 2025
MOZ-Smishing: A Benchmark Dataset for Detecting Mobile Money Frauds
ACL 2025
SSA-COMET: Do LLMs Outperform Learned Metrics in Evaluating MT for Under-Resourced African Languages?
EMNLP 2025
Building Resources for Emakhuwa: Machine Translation and News Classification Benchmarks
EMNLP 2024
Detecting Loanwords in Emakhuwa: An Extremely Low-Resource Bantu Language Exhibiting Significant Borrowing from Portuguese
COLING 2024
Expanding FLORES+ Benchmark for More Low-Resource Settings: Portuguese-Emakhuwa Machine Translation Evaluation
EMNLP 2024
Team Fernando-Pessa at SemEval-2019 Task 4: Back to Basics in Hyperpartisan News Detection
SemEval 2019