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Christina Corbane

3 papers hereh-index 333 citations12 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2
  • last author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.AI2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedA monthly sub-national Harmonized Food Insecurity Dataset for comprehensive analysis and predictive modeling

1 citations · 1 across the 2 of their papers we have counts for

collaborators

3 papers

cs.AI2026

Verifiable Disaster Storylines and Causal Knowledge Graphs: A Citation-Grounded Pipeline from Heterogeneous Humanitarian Sources

Ivan Decostanzi, Michele Ronco, Sergio Consoli +8

Effective humanitarian response depends on the rapid synthesis of heterogeneous, high-volume information sources - a task that routinely exceeds human analytical capacity in the cr…

cs.AI2025

Subnational Geocoding of Global Disasters Using Large Language Models

Michele Ronco, Damien Delforge, Wiebke S. Jäger +1

Subnational location data of disaster events are critical for risk assessment and disaster risk reduction. Disaster databases such as EM-DAT often report locations in unstructured…

cs.LG2025★ 1 cited

A monthly sub-national Harmonized Food Insecurity Dataset for comprehensive analysis and predictive modeling

Mélissande Machefer, Michele Ronco, Anne-Claire Thomas +4

Food security is a complex, multidimensional concept challenging to measure comprehensively. Effective anticipation, monitoring, and mitigation of food crises require timely and co…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.