MERCORIO, FABIO
MERCORIO, FABIO
DIPARTIMENTO DI STATISTICA E METODI QUANTITATIVI
A Fistful of Vectors: A Tool for Intrinsic Evaluation of Word Embeddings
2024 Ascari, R; Giabelli, A; Malandri, L; Mercorio, F; Mezzanzanica, M
Model-contrastive explanations through symbolic reasoning
2024 Malandri, L; Mercorio, F; Mezzanzanica, M; Seveso, A
SeNSe: embedding alignment via semantic anchors selection
2024 Malandri, L; Mercorio, F; Mezzanzanica, M; Pallucchini, F
A survey on XAI and natural language explanations
2023 Cambria, E; Malandri, L; Mercorio, F; Mezzanzanica, M; Nobani, N
ConvXAI: a System for Multimodal Interaction with Any Black-box Explainer
2023 Malandri, L; Mercorio, F; Mezzanzanica, M; Nobani, N
For a fistful of (big) data [Per un pugno di (big) data]
2023 Mercorio, F
KRAKEN: A Novel Semantic-Based Approach for Keyphrases Extraction
2023 D'Amico, S; Malandri, L; Mercorio, F; Mezzanzanica, M
Leveraging Group Contrastive Explanations for Handling Fairness
2023 Castelnovo, A; Inverardi, N; Malandri, L; Mercorio, F; Mezzanzanica, M; Seveso, A
Marrying LLMs with Domain Expert Validation for Causal Graph Generation
2023 Castelnovo, A; Crupi, R; Mercorio, F; Mezzanzanica, M; Potertì, D; Regoli, D
PIAAC2ESCO - An AI-driven classification of the PIAAC Background questionnaire onto the ESCO Skills Pillar (2021-2022)
2023 Mercorio, F; Trentini, F; Mezzanzanica, M; Pallucchini, F; Guo, Y; Langer, C
Preserving Utility in Fair Top-k Ranking with Intersectional Bias
2023 Alimonda, N; Castelnovo, A; Crupi, R; Mercorio, F; Mezzanzanica, M
A Survey on XAI for Cyber Physical Systems in Medicine
2022 Alimonda, N; Guidotto, L; Malandri, L; Mercorio, F; Mezzanzanica, M; Tosi, G
Big Data as Fuel of Skill Intelligence
2022 Mezzanzanica, M; Mercorio, F
Capturing the Skill Transformation Using Big Data and Artificial Intelligence: a Novel Change Index to Observe how the Italian Labour Market has been Changing over Time
2022 Giabelli, A; Mercorio, F; Mezzanzanica, M; Trentini, F
Contrastive Explanations of Text Classifiers as a Service
2022 Malandri, L; Mercorio, F; Mezzanzanica, M; Nobani, N; Seveso, A
ContrXT: Generating contrastive explanations from any text classifier
2022 Malandri, L; Mercorio, F; Mezzanzanica, M; Nobani, N; Seveso, A
Embeddings Evaluation Using a Novel Measure of Semantic Similarity
2022 Giabelli, A; Malandri, L; Mercorio, F; Mezzanzanica, M; Nobani, N
FFTree: A flexible tree to handle multiple fairness criteria
2022 Castelnovo, A; Cosentini, A; Malandri, L; Mercorio, F; Mezzanzanica, M
GraphLMI: A data driven system for exploring labor market information through graph databases
2022 Giabelli, A; Malandri, L; Mercorio, F; Mezzanzanica, M
JoTA: Aligning Multilingual Job Taxonomies through Word Embeddings (Student Abstract)
2022 Giabelli, A; Malandri, L; Mercorio, F; Mezzanzanica, M