Rui Sousa-Silva
Rui Sousa-Silva has 2 papers in our library, in 2025–2026, most of them on Machine translation, Language models & pretraining, Low-resource languages; often with Colin Cherry, Daniel Deutsch, David Ifeoluwa Adelani.
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📄 2 works in our library · 🔗 Cited 12 times in our library · ⭐ Paper Stars ranking: #9638
Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksComputer Science · 2 worksArts and Humanities · 1 workLanguage and Linguistics · 1 work
🧭 Topics 5Research subjects and languages the work is about.Evaluation & benchmarks · 1 workLanguage models & pretraining · 1 workLow-resource languages · 1 workMachine translation · 1 workBias, fairness & safety · 1 work
Works by year
2020s
Papers
- SSA-COMET: Do LLMs Outperform Learned Metrics in Evaluating MT for Under-Resourced African Languages? (2025 · 13 citations)
Automatic MT evaluation works poorly for most African languages. The earlier AfriCOMET line of metrics had no public training data, small test sets, and only one MT system per language pair, and it was unstable on very low-resource languages such as Twi and Luo. The authors built SSA-MTE, a human-annotated evaluation… - From Detection to Attribution: Forensic Linguistics and Adversarial Red Teaming as Complementary Responses to LLM Misuse (2026)
Large language models make it cheap to produce hostile or deceptive text that imitates a specific person, and safety guardrails are often bypassed.
Co-authors here
- Colin Cherry
- Daniel Deutsch
- David Ifeoluwa Adelani
- Eleftheria Briakou
- Henrique Lopes Cardoso
- Jiayi Wang
- Pontus Stenetorp
Venues
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2025
- International Conference on Natural Language Processing and Artificial Intelligence for Cyber Security: International Conference on Natural Language Processing and Artificial Intelligence for Cyber Security 2026
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