Massively Multilingual Neural Grapheme-to-Phoneme Conversion. - Ben Peters; Jon Dehdari; Josef van Genabith (CoRR, 2017)

Interpretable Structure Induction via Sparse Attention. - Ben Peters; Vlad Niculae; André F. T. Martins (BlackboxNLP@EMNLP, 2018)

Sparse Sequence-to-Sequence Models. - Ben Peters; Vlad Niculae; André F. T. Martins (ACL (1), 2019)

One-Size-Fits-All Multilingual Models. - Ben Peters; André F. T. Martins (SIGMORPHON, 2020)

Smoothing and Shrinking the Sparse Seq2Seq Search Space. - Ben Peters; André F. T. Martins (NAACL-HLT, 2021)

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)

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)

Did Translation Models Get More Robust Without Anyone Even Noticing? - Ben Peters; André F. T. Martins (ACL (1), 2025)

From TOWER to SPIRE: Adding the Speech Modality to a Text-Only LLM. - Kshitij Ambilduke; Ben Peters; Sonal Sannigrahi; Anil Keshwani; Tsz Kin Lam; Bruno Martins 001; Marcely Zanon Boito; André F. T. Martins (CoRR, 2025)

Movie Facts and Fibs (MF2): A Benchmark for Long Movie Understanding. - Emmanouil Zaranis; António Farinhas; Saul José Rodrigues dos Santos; Beatriz Canaverde; Miguel Moura Ramos; Aditya K. Surikuchi; André Viveiros; Baohao Liao; Elena Belén Bueno-Benito; Nithin Sivakumaran; Pavlo Vasylenko; Shoubin Yu; et al. (CoRR, 2025)

Instituto de Telecomunicações at IWSLT 2025: Aligning Small-Scale Speech and Language Models for Speech-to-Text Learning. - Giuseppe Attanasio; Sonal Sannigrahi; Ben Peters; André F. T. Martins (CoRR, 2025)