| 2026 | ACL | ReTraceQA: Evaluating Reasoning Traces of Small Language Models in Commonsense Question Answering. | Francesco Maria Molfese, Luca Moroni, Ciro Porcaro, Simone Conia, Roberto Navigli |
| 2025 | AAAI | Rewind and Render: Towards Factually Accurate Text-to-Video Generation with Distilled Knowledge Retrieval. | Daniel Lee, Arjun Chandra, Yang Zhou, Yunyao Li, Simone Conia |
| 2025 | ACL | Do Large Language Models have an English Accent? Evaluating and Improving the Naturalness of Multilingual LLMs. | Yanzhu Guo, Simone Conia, Zelin Zhou, Min Li, Saloni Potdar, Henry Xiao |
| 2025 | ACL | Right Answer, Wrong Score: Uncovering the Inconsistencies of LLM Evaluation in Multiple-Choice Question Answering. | Francesco Maria Molfese, Luca Moroni, Luca Gioffr, Alessandro Scir, Simone Conia, Roberto Navigli |
| 2025 | COLING | KG-TRICK: Unifying Textual and Relational Information Completion of Knowledge for Multilingual Knowledge Graphs. | Zelin Zhou, Simone Conia, Daniel Lee, Min Li, Shenglei Huang, Umar Farooq Minhas, Saloni Potdar, Henry Xiao, Yunyao Li |
| 2025 | EMNLP | Multi-LMentry: Can Multilingual LLMs Solve Elementary Tasks Across Languages? | Luca Moroni, Javier Aula-Blasco, Simone Conia, Irene Baucells, Naiara Prez, Silvia Paniagua Surez, Anna Salles, Malte Ostendorff, Jlia Falco, Guijin Son, Aitor Gonzalez-Agirre, Roberto Navigli, Marta Villegas |
| 2025 | IJCNLP | Meronymic Ontology Extraction via Large Language Models. | Dekai Zhang, Simone Conia, Antonio Rago |
| 2024 | AAAI | Enhancing Machine Translation Experiences with Multilingual Knowledge Graphs. | Simone Conia, Daniel Lee, Min Li, Umar Farooq Minhas, Yunyao Li |
| 2024 | EACL | CroCoAlign: A Cross-Lingual, Context-Aware and Fully-Neural Sentence Alignment System for Long Texts. | Francesco Molfese, Andrei Stefan Bejgu, Simone Tedeschi, Simone Conia, Roberto Navigli |
| 2024 | EMNLP | ZEBRA: Zero-Shot Example-Based Retrieval Augmentation for Commonsense Question Answering. | Francesco Molfese, Simone Conia, Riccardo Orlando, Roberto Navigli |
| 2024 | EMNLP | Towards Cross-Cultural Machine Translation with Retrieval-Augmented Generation from Multilingual Knowledge Graphs. | Simone Conia, Daniel Lee, Min Li, Umar Farooq Minhas, Saloni Potdar, Yunyao Li |
| 2024 | NAACL | MOSAICo: a Multilingual Open-text Semantically Annotated Interlinked Corpus. | Simone Conia, Edoardo Barba, Abelardo Carlos Martinez Lorenzo, Pere-Llus Huguet Cabot, Riccardo Orlando, Luigi Procopio, Roberto Navigli |
| 2023 | ACL | Exploring Non-Verbal Predicates in Semantic Role Labeling: Challenges and Opportunities. | Riccardo Orlando, Simone Conia, Roberto Navigli |
| 2023 | ACL | Echoes from Alexandria: A Large Resource for Multilingual Book Summarization. | Alessandro Scir, Simone Conia, Simone Ciciliano, Roberto Navigli |
| 2023 | EACL | Entity Disambiguation with Entity Definitions. | Luigi Procopio, Simone Conia, Edoardo Barba, Roberto Navigli |
| 2023 | EMNLP | Increasing Coverage and Precision of Textual Information in Multilingual Knowledge Graphs. | Simone Conia, Min Li, Daniel Lee, Umar Farooq Minhas, Ihab F. Ilyas, Yunyao Li |
| 2022 | ACL | SRL4E - Semantic Role Labeling for Emotions: A Unified Evaluation Framework. | Cesare Campagnano, Simone Conia, Roberto Navigli |
| 2022 | ACL | Probing for Predicate Argument Structures in Pretrained Language Models. | Simone Conia, Roberto Navigli |
| 2022 | ACL | Nibbling at the Hard Core of Word Sense Disambiguation. | Marco Maru, Simone Conia, Michele Bevilacqua, Roberto Navigli |
| 2022 | EMNLP | Semantic Role Labeling Meets Definition Modeling: Using Natural Language to Describe Predicate-Argument Structures. | Simone Conia, Edoardo Barba, Alessandro Scir, Roberto Navigli |
| 2022 | LREC | Universal Semantic Annotator: the First Unified API for WSD, SRL and Semantic Parsing. | Riccardo Orlando, Simone Conia, Stefano Faralli, Roberto Navigli |
| 2021 | EACL | Framing Word Sense Disambiguation as a Multi-Label Problem for Model-Agnostic Knowledge Integration. | Simone Conia, Roberto Navigli |
| 2021 | EMNLP | InVeRo-XL: Making Cross-Lingual Semantic Role Labeling Accessible with Intelligible Verbs and Roles. | Simone Conia, Riccardo Orlando, Fabrizio Brignone, Francesco Cecconi, Roberto Navigli |
| 2021 | EMNLP | AMuSE-WSD: An All-in-one Multilingual System for Easy Word Sense Disambiguation. | Riccardo Orlando, Simone Conia, Fabrizio Brignone, Francesco Cecconi, Roberto Navigli |
| 2021 | EMNLP | Named Entity Recognition for Entity Linking: What Works and What's Next. | Simone Tedeschi, Simone Conia, Francesco Cecconi, Roberto Navigli |
| 2021 | EMNLP | UniteD-SRL: A Unified Dataset for Span- and Dependency-Based Multilingual and Cross-Lingual Semantic Role Labeling. | Rocco Tripodi, Simone Conia, Roberto Navigli |
| 2021 | IJCAI | Generating Senses and RoLes: An End-to-End Model for Dependency- and Span-based Semantic Role Labeling. | Rexhina Blloshmi, Simone Conia, Rocco Tripodi, Roberto Navigli |
| 2021 | IJCAI | Ten Years of BabelNet: A Survey. | Roberto Navigli, Michele Bevilacqua, Simone Conia, Dario Montagnini, Francesco Cecconi |
| 2021 | NAACL | Unifying Cross-Lingual Semantic Role Labeling with Heterogeneous Linguistic Resources. | Simone Conia, Andrea Bacciu, Roberto Navigli |
| 2020 | COLING | Bridging the Gap in Multilingual Semantic Role Labeling: a Language-Agnostic Approach. | Simone Conia, Roberto Navigli |
| 2020 | COLING | Conception: Multilingually-Enhanced, Human-Readable Concept Vector Representations. | Simone Conia, Roberto Navigli |
| 2020 | EMNLP | InVeRo: Making Semantic Role Labeling Accessible with Intelligible Verbs and Roles. | Simone Conia, Fabrizio Brignone, Davide Zanfardino, Roberto Navigli |
| 2019 | EMNLP | VerbAtlas: a Novel Large-Scale Verbal Semantic Resource and Its Application to Semantic Role Labeling. | Andrea Di Fabio, Simone Conia, Roberto Navigli |