--- title: "Pedro H. Martins — author profile and papers in our library" description: "Pedro H. Martins: 2 papers on Elamur Research (2023–2024) — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/pedro-h-martins/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/pedro-h-martins/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Pedro H. Martins # Pedro H. Martins Pedro H. Martins has 2 papers in our library, in 2023–2024, most of them on [Multilingual & cross-lingual NLP](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/); often with [Amin Farajian](https://md.research.elamur.ai/free/en/authors/amin-farajian/), [André F. T. Martins](https://md.research.elamur.ai/free/en/authors/andre-f-t-martins/), [Ben Peters](https://md.research.elamur.ai/free/en/authors/ben-peters/). 2 papers in our library · 2023–2024 No OpenAlex profile matched yet. [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/pedro-h-martins/#papers) · [🔗 Cited 262 times in our library](https://md.research.elamur.ai/free/en/authors/pedro-h-martins/cited-by/) · [⭐ Paper Stars ranking: #3862](https://md.research.elamur.ai/free/en/paper-stars/page/39/#star-3862) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Pedro+H.+Martins) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Pedro+H.+Martins) · [dblp](https://dblp.org/search?q=Pedro+H.+Martins) · [ACL Anthology](https://aclanthology.org/search/?q=Pedro+H.+Martins) ## Concepts, shelves and topics Of its works in our library: the number of works on each and its rating among them. 📚 Shelves 5 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 Topics 1 Research subjects and languages the work is about.[Multilingual & cross-lingual NLP · 1 work](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) ## Works by year ### 2020s [**2024** 1 paper Tower: An Open Multilingual Large Language Model for Translation-Related Tasks](https://md.research.elamur.ai/free/en/papers/alves-2024-tower-open-multilingual-large-language/) · [**2023** 1 paper Efficient Methods for Natural Language Processing: A Survey](https://md.research.elamur.ai/free/en/papers/treviso-2023-efficient-methods-natural-language-processing/) ## Papers The most cited first (OpenAlex and our library). 1. **[Tower: An Open Multilingual Large Language Model for Translation-Related Tasks](https://md.research.elamur.ai/free/en/papers/alves-2024-tower-open-multilingual-large-language/)** *(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. 2. **[Efficient Methods for Natural Language Processing: A Survey](https://md.research.elamur.ai/free/en/papers/treviso-2023-efficient-methods-natural-language-processing/)** *(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 12 of 18 co-authors with a page, the most papers together first. - [Amin Farajian](https://md.research.elamur.ai/free/en/authors/amin-farajian/) - [André F. T. Martins](https://md.research.elamur.ai/free/en/authors/andre-f-t-martins/) - [Ben Peters](https://md.research.elamur.ai/free/en/authors/ben-peters/) - [Betty van Aken](https://md.research.elamur.ai/free/en/authors/betty-van-aken/) - [Colin Raffel](https://md.research.elamur.ai/free/en/authors/colin-raffel/) - [Duarte M. Alves](https://md.research.elamur.ai/free/en/authors/duarte-m-alves/) - [Ji-Ung Lee](https://md.research.elamur.ai/free/en/authors/ji-ung-lee/) - [Joao Alves](https://md.research.elamur.ai/free/en/authors/joao-alves/) - [José G. C. de Souza](https://md.research.elamur.ai/free/en/authors/jose-g-c-de-souza/) - [Jose Pombal](https://md.research.elamur.ai/free/en/authors/jose-pombal/) - [Kenneth Heafield](https://md.research.elamur.ai/free/en/authors/kenneth-heafield/) - [Marcos Treviso](https://md.research.elamur.ai/free/en/authors/marcos-treviso/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/): [Transactions of the Association for Computational Linguistics (TACL) 2023](https://md.research.elamur.ai/free/en/venues/tacl/2023/) ## Cited by Papers of our library cite their works 262 times (of the 141,840 papers whose bibliographies we read); [17 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/pedro-h-martins/cited-by/). Updated 24 October 2026