| 2026 | EACL | Safe-Unsafe Concept Separation Emerges from a Single Direction in Language Models Activation Space. | Andrea Ermellino, Lorenzo Malandri, Fabio Mercorio, Antonio Serino |
| 2026 | EACL | SkiLLens: Recognising and Mapping Novel Skills from Millions of Job Ads Across Europe Using Language Models. | Alessia De Santo, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani |
| 2025 | COLING | RE-FIN: Retrieval-based Enrichment for Financial data. | Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Filippo Pallucchini |
| 2025 | SAC | JobSet: Synthetic Job Advertisements Dataset for Labour Market Intelligence. | Samuele Colombo, Simone D'Amico, Lorenzo Malandri, Fabio Mercorio, Andrea Seveso |
| 2025 | SAC | SkiLLMo: Normalized ESCO Skill Extraction through Transformer Models. | Lorenzo Malandri, Fabio Mercorio, Antonio Serino |
| 2024 | DSAA | Alignment of Multilingual Embeddings to Estimate Job Similarities in Online Labour Market. | Simone D'Amico, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Filippo Pallucchini |
| 2023 | IC3K | KRAKEN: A Novel Semantic-Based Approach for Keyphrases Extraction. | Simone D'Amico, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica |
| 2022 | AAAI | JoTA: Aligning Multilingual Job Taxonomies through Word Embeddings (Student Abstract). | Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica |
| 2022 | IJCAI | The Good, the Bad, and the Explainer: A Tool for Contrastive Explanations of Text Classifiers. | Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani, Andrea Seveso |
| 2021 | AAAI | NEO: A System for Identifying New Emerging Occupation from Job Ads. | Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso |
| 2021 | AAAI | A Method for Taxonomy-Aware Embeddings Evaluation (Student Abstract). | Navid Nobani, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica |
| 2021 | AAAI | Skills2Job: A Recommender System that Encodes Job Offer Embeddings on Graph Databases (Student Abstract). | Andrea Seveso, Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica |
| 2021 | IJCAI | Skills2Graph: Processing million Job Ads to face the Job Skill Mismatch Problem. | Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso |
| 2020 | COLING | Financial Sentiment Analysis: An Investigation into Common Mistakes and Silver Bullets. | Frank Z. Xing, Lorenzo Malandri, Yue Zhang, Erik Cambria |
| 2020 | ICDM | MEET: A Method for Embeddings Evaluation for Taxonomic Data. | Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani |