A deep learning approach for understanding natural language commands for mobile service robots. - Pedro Henrique Martins; Luís Custódio; Rodrigo Ventura 001 (CoRR, 2018)

Joint Learning of Named Entity Recognition and Entity Linking. - Pedro Henrique Martins; Zita Marinho; André F. T. Martins (ACL (2), 2019)

Sparse Text Generation. - Pedro Henrique Martins; Zita Marinho; André F. T. Martins (EMNLP (1), 2020)

Sparse And Structured Visual Attention. - Pedro Henrique Martins; Vlad Niculae; Zita Marinho; André F. T. Martins (ICIP, 2021)

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 001; Kaustubh D. Dhole; Wanyu Du; Esin Durmus; et al. (CoRR, 2021)

∞-former: Infinite Memory Transformer. - Pedro Henrique Martins; Zita Marinho; André F. T. Martins (ACL (1), 2022)

DeepSPIN: Deep Structured Prediction for Natural Language Processing. - André F. T. Martins; Ben Peters; Chrysoula Zerva; Chunchuan Lyu; Gonçalo M. Correia; Marcos V. Treviso; Pedro Henrique Martins; Tsvetomila Mihaylova (EAMT, 2022)

Chunk-based Nearest Neighbor Machine Translation. - Pedro Henrique Martins; Zita Marinho; André F. T. Martins (EMNLP, 2022)

Unbabel-IST at the WMT Chat Translation Shared Task. - João Alves 003; Pedro Henrique Martins; José G. C. de Souza; M. Amin Farajian; André F. T. Martins (WMT, 2022)

Efficient Machine Translation Domain Adaptation. - Pedro Henrique Martins; Zita Marinho; André F. T. Martins (CoRR, 2022)

Efficient Methods for Natural Language Processing: A Survey. - Marcos V. Treviso; Tianchu Ji; Ji-Ung Lee; Betty van Aken; Qingqing Cao; Manuel R. Ciosici; Michael Hassid; Kenneth Heafield; Sara Hooker; Pedro Henrique Martins; André F. T. Martins; Peter A. Milder; et al. (CoRR, 2022)

Empirical Assessment of kNN-MT for Real-World Translation Scenarios. - Pedro Henrique Martins; João Alves 003; Tânia Vaz; Madalena Gonçalves; Beatriz Silva; Marianna Buchicchio; José G. C. de Souza; André F. T. Martins (EAMT, 2023)

Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language Generation. - Patrick Fernandes; Aman Madaan; Emmy Liu; António Farinhas; Pedro Henrique Martins; Amanda Bertsch; José G. C. de Souza; Shuyan Zhou; Tongshuang Wu; Graham Neubig; André F. T. Martins (Trans. Assoc. Comput. Linguistics, 2023)

Efficient Methods for Natural Language Processing: A Survey. - Marcos V. Treviso; Ji-Ung Lee; Tianchu Ji; Betty van Aken; Qingqing Cao; Manuel R. Ciosici; Michael Hassid; Kenneth Heafield; Sara Hooker; Colin Raffel; Pedro Henrique Martins; André F. T. Martins; et al. (Trans. Assoc. Comput. Linguistics, 2023)

Tower v2: Unbabel-IST 2024 Submission for the General MT Shared Task. - Ricardo Rei; José Pombal; Nuno Miguel Guerreiro; João Alves 003; Pedro Henrique Martins; Patrick Fernandes; Helena Wu; Tânia Vaz; Duarte M. Alves; M. Amin Farajian; Sweta Agrawal; António Farinhas; et al. (WMT, 2024)

Tower: An Open Multilingual Large Language Model for Translation-Related Tasks. - Duarte M. Alves; José Pombal; Nuno Miguel Guerreiro; Pedro Henrique Martins; João Alves 003; M. Amin Farajian; Ben Peters; Ricardo Rei; Patrick Fernandes; Sweta Agrawal; Pierre Colombo; José G. C. de Souza; et al. (CoRR, 2024)

EuroLLM: Multilingual Language Models for Europe. - Pedro Henrique Martins; Patrick Fernandes; João Alves 003; Nuno Miguel Guerreiro; Ricardo Rei; Duarte M. Alves; José Pombal; M. Amin Farajian; Manuel Faysse; Mateusz Klimaszewski; Pierre Colombo; Barry Haddow; et al. (CoRR, 2024)

CroissantLLM: A Truly Bilingual French-English Language Model. - Manuel Faysse; Patrick Fernandes; Nuno Miguel Guerreiro; António Loison; Duarte M. Alves; Caio Corro; Nicolas Boizard; João Alves 003; Ricardo Rei; Pedro Henrique Martins; Antoni Bigata Casademunt; François Yvon; et al. (Trans. Mach. Learn. Res., 2025)

EuroLLM-9B: Technical Report. - Pedro Henrique Martins; João Alves 003; Patrick Fernandes; Nuno Miguel Guerreiro; Ricardo Rei; M. Amin Farajian; Mateusz Klimaszewski; Duarte M. Alves; José Pombal; Nicolas Boizard; Manuel Faysse; Pierre Colombo; et al. (CoRR, 2025)