3 papers
cs.CL2026
Methods for Knowledge Graph Construction from Text Collections: Development and Applications
Vanni Zavarella
Virtually every sector of society is experiencing a dramatic growth in the volume of unstructured textual data that is generated and published, from news and social media online in…
cs.IR2024
Triplètoile: Extraction of Knowledge from Microblogging Text
Vanni Zavarella, Sergio Consoli, Diego Reforgiato Recupero +5
Numerous methods and pipelines have recently emerged for the automatic extraction of knowledge graphs from documents such as scientific publications and patents. However, adapting…
cs.CL2024
A Few-Shot Approach for Relation Extraction Domain Adaptation using Large Language Models
Vanni Zavarella, Juan Carlos Gamero-Salinas, Sergio Consoli
Knowledge graphs (KGs) have been successfully applied to the analysis of complex scientific and technological domains, with automatic KG generation methods typically building upon…