ML Anthology

Mezzanzanica, Mario

14 publications

ECML-PKDD 2025 A Benchmark to Evaluate LLMs' Proficiency on Italian Student Competencies Fabio Mercorio, Mario Mezzanzanica, Daniele Potertì, Antonio Serino, Andrea Seveso
IJCAI 2025 Towards the Terminator Economy: Assessing Job Exposure to AI Through LLMs Emilio Colombo, Fabio Mercorio, Mario Mezzanzanica, Antonio Serino
AAAI 2022 JoTA: Aligning Multilingual Job Taxonomies Through Word Embeddings (Student Abstract) Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica
IJCAI 2022 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
IJCAI 2021 A Human-AI Teaming Approach for Incremental Taxonomy Learning from Text Andrea Seveso, Fabio Mercorio, Mario Mezzanzanica
AAAI 2021 A Method for Taxonomy-Aware Embeddings Evaluation (Student Abstract) Navid Nobani, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica
AAAI 2021 NEO: A System for Identifying New Emerging Occupation from Job Ads Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso
IJCAI 2021 Skills2Graph: Processing Million Job Ads to Face the Job Skill Mismatch Problem Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso
AAAI 2021 Skills2Job: A Recommender System That Encodes Job Offer Embeddings on Graph Databases (Student Abstract) Andrea Seveso, Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica
ECML-PKDD 2021 TaxoRef: Embeddings Evaluation for AI-Driven Taxonomy Refinement Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani
IJCAI 2021 Towards an Explainer-Agnostic Conversational XAI Navid Nobani, Fabio Mercorio, Mario Mezzanzanica
ECML-PKDD 2019 A Tool for Researchers: Querying Big Scholarly Data Through Graph Databases Fabio Mercorio, Mario Mezzanzanica, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì
ECML-PKDD 2017 An AI Planning System for Data Cleaning Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica
ECML-PKDD 2017 Using Machine Learning for Labour Market Intelligence Roberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica