A Simple and Effective Approach to Automatic Post-Editing with Transfer Learning. - Gonçalo M. Correia; André F. T. Martins (ACL (1), 2019)

Adaptively Sparse Transformers. - Gonçalo M. Correia; Vlad Niculae; André F. T. Martins (EMNLP/IJCNLP (1), 2019)

Unbabel's Submission to the WMT2019 APE Shared Task: BERT-Based Encoder-Decoder for Automatic Post-Editing. - António V. Lopes; M. Amin Farajian; Gonçalo M. Correia; Jonay Trénous; André F. T. Martins (WMT (3), 2019)

Efficient Marginalization of Discrete and Structured Latent Variables via Sparsity. - Gonçalo M. Correia; Vlad Niculae; Wilker Aziz; André F. T. Martins (NeurIPS, 2020)

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)

Justifying Multi-label Text Classifications for Healthcare Applications. - João Figueira; Gonçalo M. Correia; Michalina Strzyz; Afonso Mendes (ECIR (2), 2023)

Supervising the Centroid Baseline for Extractive Multi-Document Summarization. - Simão Gonçalves; Gonçalo M. Correia; Diogo Pernes; Afonso Mendes (CoRR, 2023)

Multi-Target Cross-Lingual Summarization: a novel task and a language-neutral approach. - Diogo Pernes; Gonçalo M. Correia; Afonso Mendes (EMNLP (Findings), 2024)

Explainable ICD Coding via Entity Linking. - Leonor Barreiros; Isabel Coutinho; Gonçalo M. Correia; Bruno Martins (CoRR, 2025)

Effective Multi-Task Learning for Biomedical Named Entity Recognition. - João Ruano; Gonçalo M. Correia; Leonor Barreiros; Afonso Mendes (CoRR, 2025)