InVeRo-XL: Making Cross-Lingual Semantic Role Labeling Accessible with Intelligible Verbs and Roles. - Simone Conia; Riccardo Orlando; Fabrizio Brignone; Francesco Cecconi; Roberto Navigli (EMNLP (Demos), 2021)

AMuSE-WSD: An All-in-one Multilingual System for Easy Word Sense Disambiguation. - Riccardo Orlando; Simone Conia; Fabrizio Brignone; Francesco Cecconi; Roberto Navigli (EMNLP (Demos), 2021)

Universal Semantic Annotator: the First Unified API for WSD, SRL and Semantic Parsing. - Riccardo Orlando; Simone Conia; Stefano Faralli 001; Roberto Navigli (LREC, 2022)

Exploring Non-Verbal Predicates in Semantic Role Labeling: Challenges and Opportunities. - Riccardo Orlando; Simone Conia; Roberto Navigli (ACL (Findings), 2023)

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)

ZEBRA: Zero-Shot Example-Based Retrieval Augmentation for Commonsense Question Answering. - Francesco Molfese 001; Simone Conia; Riccardo Orlando; 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)

Enhancing semantic understanding across multiple dimensions: towards a unified framework for semantic knowledge extraction. - Riccardo Orlando (2025)