Pedro H. Martins
Pedro H. Martins has 2 papers in our library, in 2023–2024, most of them on Multilingual & cross-lingual NLP; often with Amin Farajian, André F. T. Martins, Ben Peters.
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📄 2 works in our library · 🔗 262 citations in our library · ⭐ Paper Star rank #3862
Concepts, shelves and topics
📚 Shelves 5 Arts and Humanities · 2 works Computer Science · 2 works Artificial Intelligence · 2 works Language and Linguistics · 2 works Computer Vision and Pattern Recognition · 1 work
🧭 Topics 1 Multilingual & cross-lingual NLP · 1 work
Works by year
2020s
Papers
- Tower: An Open Multilingual Large Language Model for Translation-Related Tasks (2024 · 226 citations)
Open LLMs, which are mostly trained on English, have so far matched closed systems only when tuned for one translation-related task. - Efficient Methods for Natural Language Processing: A Survey (2023 · 145 citations)
Much of the recent progress in NLP comes from making models and training corpora larger. That strategy also drives up the need for data, compute time, storage and energy, which are finite and unequally available. This TACL 2023 survey by Treviso, Lee, Ji and 19 co-authors grew out of Dagstuhl Seminar 22,232. It…
Co-authors here
- Amin Farajian
- André F. T. Martins
- Ben Peters
- Betty van Aken
- Colin Raffel
- Duarte M. Alves
- Ji-Ung Lee
- Joao Alves
- José G. C. de Souza
- Jose Pombal
- Kenneth Heafield
- Marcos Treviso
Venues
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