Fabio Mercorio
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
36
Venues
13
Active years
2011–2026
Best venue rank
A*
Where they publish
Papers
36 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 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 | EMNLP | SAFE: A Sparse Autoencoder-Based Framework for Robust Query Enrichment and Hallucination Mitigation in LLMs. | Samir Abdaljalil, Filippo Pallucchini, Andrea Seveso, Hasan Kurban, Fabio Mercorio, Erchin Serpedin |
| 2025 | EMNLP | SFAL: Semantic-Functional Alignment Scores for Distributional Evaluation of Auto-Interpretability in Sparse Autoencoders. | Fabio Mercorio, Filippo Pallucchini, Daniele Potert, Antonio Serino, Andrea Seveso |
| 2025 | EMNLP | Can Role Vectors Affect LLM Behaviour? | Daniele Potert, Andrea Seveso, Fabio Mercorio |
| 2025 | IJCAI | Towards the Terminator Economy: Assessing Job Exposure to AI Through LLMs. | Emilio Colombo, Fabio Mercorio, Mario Mezzanzanica, Antonio Serino |
| 2025 | NAACL | ITALIC: An Italian Culture-Aware Natural Language Benchmark. | Andrea Seveso, Daniele Potert, Edoardo Federici, Mario Mezzanzanica, Fabio Mercorio |
| 2025 | SAC | JobSet: Synthetic Job Advertisements Dataset for Labour Market Intelligence. | Samuele Colombo, Simone D'Amico, Lorenzo Malandri, Fabio Mercorio, Andrea Seveso |
| 2025 | SAC | Taxonomy Expansion through Collaborative LLM Mapping. | Simone D'Amico, Alessia De Santo, Mario Mezzanzanica, Fabio Mercorio |
| 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 |
| 2021 | IJCAI | Towards an Explainer-agnostic Conversational XAI. | Navid Nobani, Fabio Mercorio, Mario Mezzanzanica |
| 2021 | IJCAI | A Human-AI Teaming Approach for Incremental Taxonomy Learning from Text. | Andrea Seveso, Fabio Mercorio, Mario Mezzanzanica |
| 2020 | ICDM | MEET: A Method for Embeddings Evaluation for Taxonomic Data. | Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani |
| 2019 | SAC | A tool for exploring networks of computer scientists as a graph. | Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica, Vincenzo Moscato, Antonio Picariello |
| 2017 | AAAI | PDDL+ Planning with Temporal Pattern Databases. | Wiktor Mateusz Piotrowski, Maria Fox, Derek Long, Daniele Magazzeni, Fabio Mercorio |
| 2017 | DATA | A Pipeline for Multimedia Twitter Analysis through Graph Databases: Preliminary Results. | Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica, Alessandro Vaccarino |
| 2016 | AAAI | Heuristic Planning for Hybrid Systems. | Wiktor Mateusz Piotrowski, Maria Fox, Derek Long, Daniele Magazzeni, Fabio Mercorio |
| 2016 | AAAI | Heuristic Planning for PDDL+ Domains. | Wiktor Mateusz Piotrowski, Maria Fox, Derek Long, Daniele Magazzeni, Fabio Mercorio |
| 2016 | IJCAI | Heuristic Planning for PDDL+ Domains. | Wiktor Mateusz Piotrowski, Maria Fox, Derek Long, Daniele Magazzeni, Fabio Mercorio |
| 2015 | DATA | Applying the AHP to Smart Mobility Services: A Case Study. | Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica |
| 2014 | DATA | Are the Methodologies for Producing Linked Open Data Feasible for Public Administrations?. | Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica |
| 2014 | DATA | Accurate Data Cleansing through Model Checking and Machine Learning Techniques. | Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica |
| 2014 | DATA | Improving Data Cleansing Accuracy - A Model-based Approach. | Mario Mezzanzanica, Roberto Boselli, Mirko Cesarini, Fabio Mercorio |
| 2013 | DATA | Automatic Synthesis of Data Cleansing Activities. | Mario Mezzanzanica, Roberto Boselli, Mirko Cesarini, Fabio Mercorio |
| 2012 | DATA | Data Quality Sensitivity Analysis on Aggregate Indicators. | Mario Mezzanzanica, Roberto Boselli, Mirko Cesarini, Fabio Mercorio |
| 2011 | ICINCO | Cost-optimal Strong Planning in Non-deterministic Domains. | Giuseppe Della Penna, Fabio Mercorio, Benedetto Intrigila, Daniele Magazzeni, Enrico Tronci |
| 2011 | IDA | Data Quality through Model Checking Techniques. | Mario Mezzanzanica, Roberto Boselli, Mirko Cesarini, Fabio Mercorio |