The Pragmatics behind Politics: Modelling Metaphor, Framing and Emotion in Political Discourse. - Pere-Lluís Huguet Cabot; Verna Dankers; David Abadi; Agneta Fischer; Ekaterina Shutova (EMNLP (Findings), 2020)

Us vs. Them: A Dataset of Populist Attitudes, News Bias and Emotions. - Pere-Lluís Huguet Cabot; David Abadi; Agneta Fischer; Ekaterina Shutova (EACL, 2021)

REBEL: Relation Extraction By End-to-end Language generation. - Pere-Lluís Huguet Cabot; Roberto Navigli (EMNLP (Findings), 2021)

AMR Alignment: Paying Attention to Cross-Attention. - Pere-Lluís Huguet Cabot; Abelardo Carlos Martinez Lorenzo; Roberto Navigli (CoRR, 2022)

REDFM: a Filtered and Multilingual Relation Extraction Dataset. - Pere-Lluís Huguet Cabot; Simone Tedeschi; Axel-Cyrille Ngonga Ngomo; Roberto Navigli (ACL (1), 2023)

AMRs Assemble! Learning to Ensemble with Autoregressive Models for AMR Parsing. - Abelardo Carlos Martinez Lorenzo; Pere-Lluís Huguet Cabot; Roberto Navigli (ACL (2), 2023)

Cross-lingual AMR Aligner: Paying Attention to Cross-Attention. - Abelardo Carlos Martinez Lorenzo; Pere-Lluís Huguet Cabot; Roberto Navigli (ACL (Findings), 2023)

Incorporating Graph Information in Transformer-based AMR Parsing. - Pavlo Vasylenko; Pere-Lluís Huguet Cabot; Abelardo Carlos Martinez Lorenzo; Roberto Navigli (ACL (Findings), 2023)

Mitigating Data Scarcity in Semantic Parsing across Languages with the Multilingual Semantic Layer and its Dataset. - Abelardo Carlos Martinez Lorenzo; Pere-Lluís Huguet Cabot; Karim Ghonim; Lu Xu; Hee-Soo Choi; Alberte Fernández-Castro; Roberto Navigli (ACL (Findings), 2024)

ReLiK: Retrieve and LinK, Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget. - Riccardo Orlando; Pere-Lluís Huguet Cabot; Edoardo Barba; Roberto Navigli (ACL (Findings), 2024)

Minerva LLMs: The First Family of Large Language Models Trained from Scratch on Italian Data. - Riccardo Orlando; Luca Moroni; Pere-Lluís Huguet Cabot; Simone Conia; Edoardo Barba; Sergio Orlandini; Giuseppe Fiameni; Roberto Navigli (CLiC-it, 2024)

Beyond Correlation: Interpretable Evaluation of Machine Translation Metrics. - Stefano Perrella; Lorenzo Proietti 002; Pere-Lluís Huguet Cabot; Edoardo Barba; Roberto Navigli (EMNLP, 2024)

MOSAICo: a Multilingual Open-text Semantically Annotated Interlinked Corpus. - Simone Conia; Edoardo Barba; Abelardo Carlos Martinez Lorenzo; Pere-Lluís Huguet Cabot; Riccardo Orlando; Luigi Procopio; Roberto Navigli (NAACL-HLT, 2024)

BOOKCOREF: Coreference Resolution at Book Scale. - Giuliano Martinelli 001; Tommaso Bonomo; Pere-Lluís Huguet Cabot; Roberto Navigli (ACL (1), 2025)

Optimizing LLMs for Italian: Reducing Token Fertility and Enhancing Efficiency Through Vocabulary Adaptation. - Luca Moroni; Giovanni Puccetti 002; Pere-Lluís Huguet Cabot; Andrei Stefan Bejgu; Alessio Miaschi; Edoardo Barba; Felice Dell'Orletta; Andrea Esuli; Roberto Navigli (NAACL (Findings), 2025)

From text to knowledge: multilingual information extraction for knowledge graph construction. - Pere-Lluís Huguet Cabot (2025)