Human in the AI loop via xAI and Active Learning for Visual Inspection

no code implementations • 3 Jul 2023 • Jože M. Rožanec, Elias Montini, Vincenzo Cutrona, Dimitrios Papamartzivanos, Timotej Klemenčič, Blaž Fortuna, Dunja Mladenić, Entso Veliou, Thanassis Giannetsos, Christos Emmanouilidis

Such collaboration can be realized considering two sub-fields of artificial intelligence: active learning and explainable artificial intelligence.

Active Learning Explainable artificial intelligence +1

Results of SemTab 2022

no code implementations • SemTab@ISWC 2022 • Nora Abdelmageed, Jiaoyan Chen, Vincenzo Cutrona, Vasilis Efthymiou, Oktie Hassanzadeh, Madelon Hulsebos, Ernesto Jiménez-Ruiz, Juan Sequeda, Kavitha Srinivas

SemTab 2022 was the fourth edition of the Semantic Web Challenge on Tabular Data to Knowledge Graph Matching, successfully collocated with the 21st International Semantic Web Conference (ISWC) and the 17th Ontology Matching (OM) Workshop.

Cell Entity Annotation Column Type Annotation +2

Twitter-Demographer: A Flow-based Tool to Enrich Twitter Data

1 code implementation • 26 Jan 2022 • Federico Bianchi, Vincenzo Cutrona, Dirk Hovy

Twitter data have become essential to Natural Language Processing (NLP) and social science research, driving various scientific discoveries in recent years.

Results of SemTab 2021

no code implementations • ISWC 2021 • Vincenzo Cutrona, Jiaoyan Chen, Vasilis Efthymiou, Oktie Hassanzadeh, Ernesto Jimenez-Ruiz, Juan Sequeda, Kavitha Srinivas, Nora Abdelmageed

SemTab 2021 was the third edition of the Semantic Web Challenge on Tabular Data to Knowledge Graph Matching, successfully collocated with the 20th International Semantic Web Conference (ISWC) and the 16th Ontology Matching (OM) Workshop.

Graph Matching Ontology Matching +1

Tough Tables: Carefully Evaluating Entity Linking for Tabular Data

1 code implementation • International Semantic Web Conference (ISWC) 2020 • Vincenzo Cutrona, Federico Bianchi, Ernesto Jimenez-Ruiz, Matteo Palmonari

Table annotation is a key task to improve querying the Web and support the Knowledge Graph population from legacy sources (tables).

Cell Entity Annotation Column Type Annotation +2