Pedro Henrique Martins

Researcher, Sword Health, Inc

Joined

September 2019

Names

Pedro Henrique Martins (Preferred)

Emails

****@gmail.com (Confirmed)

****@tecnico.ulisboa.pt (Confirmed)

****@sap.com (Confirmed)

****@swordhealth.com (Confirmed)

Personal Links

Google Scholar

DBLP

Semantic Scholar

Career & Education History

Researcher

Sword Health, Inc (swordhealth.com)

2025 – Present

Researcher

SAP SE (sap.com)

2025 – 2025

Researcher

Unbabel (unbabel.com)

2022 – 2025

PhD student

Instituto Superior Técnico (tecnico.ulisboa.pt)

2018 – 2022

Advisors, Relations & Conflicts

PhD Advisor

André Martins

2018 – 2022

PhD Advisor

Zita Marinho

2018 – 2022

Expertise

Multimodality

2025 – Present

Machine translation

2021 – Present

Transformers

2020 – Present

Text generation

2018 – Present

Language modelling

2018 – Present

Publications

EuroLLM-22B: Technical Report
Miguel Moura Ramos, Duarte Miguel Alves, Hippolyte Gisserot-Boukhlef, João Alves, Pedro Henrique Martins, Patrick Fernandes, José Pombal, Nuno M Guerreiro, Ricardo Rei, Nicolas Boizard, Amin Farajian, Mateusz Klimaszewski, José G. C. de Souza, Barry Haddow, François Yvon, Pierre Colombo, Alexandra Birch, Andre Martins
- OpenReview Archive Direct Upload
- Readers: Everyone
CroissantLLM: A Truly Bilingual French-English Language Model
Manuel Faysse, Patrick Fernandes, Nuno M Guerreiro, António Loison, Duarte Miguel Alves, Caio Corro, Nicolas Boizard, João Alves, Ricardo Rei, Pedro Henrique Martins, Antoni Bigata Casademunt, François Yvon, Andre Martins, Gautier Viaud, CELINE HUDELOT, Pierre Colombo
- Accepted by TMLR
- Readers: Everyone
Tower: An Open Multilingual Large Language Model for Translation-Related Tasks
Duarte Miguel Alves, José Pombal, Nuno M Guerreiro, Pedro Henrique Martins, João Alves, Amin Farajian, Ben Peters, Ricardo Rei, Patrick Fernandes, Sweta Agrawal, Pierre Colombo, José G. C. de Souza, Andre Martins
- COLM
- Readers: Everyone
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics
Sebastian Gehrmann, Tosin P. Adewumi, Karmanya Aggarwal, Pawan Sasanka Ammanamanchi, Aremu Anuoluwapo, Antoine Bosselut, Khyathi Raghavi Chandu, Miruna-Adriana Clinciu, Dipanjan Das, Kaustubh D. Dhole, Wanyu Du, Esin Durmus, Ondrej Dusek, Chris Emezue, Varun Gangal, Cristina Garbacea, Tatsunori Hashimoto, Yufang Hou, Yacine Jernite, Harsh Jhamtani et al. (35 additional authors not shown)
- 2021 (modified: 24 Apr 2023)
- CoRR 2021
- Readers: Everyone
∞-former: Infinite Memory Transformer
Pedro Henrique Martins, Zita Marinho, André F. T. Martins
- 2021 (modified: 15 Oct 2021)
- CoRR 2021
- Readers: Everyone
Sparse Text Generation
Pedro Henrique Martins, Zita Marinho, André F. T. Martins
- 2020 (modified: 15 Oct 2021)
- EMNLP (1) 2020
- Readers: Everyone
Sparse and Structured Visual Attention
Pedro Henrique Martins, Vlad Niculae, Zita Marinho, André F. T. Martins
- 2020 (modified: 15 Nov 2021)
- CoRR 2020
- Readers: Everyone
Joint Learning of Named Entity Recognition and Entity Linking
Pedro Henrique Martins, Zita Marinho, André F. T. Martins
- 2019 (modified: 15 Oct 2021)
- ACL (2) 2019
- Readers: Everyone
A deep learning approach for understanding natural language commands for mobile service robots
Pedro Henrique Martins, Luís Custódio, Rodrigo Ventura
- 2018 (modified: 15 Nov 2021)
- CoRR 2018
- Readers: Everyone

Co-Authors

View all 83 co-authors