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Eleonora Giunchiglia

University of Oxford

15 papers hereh-index 15755 citations25 works total

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

author position
  • first author5
  • middle author7
  • last author3

Across the 15 of 15 papers where every author was matched, so the position is known.

fields
  • cs.LG10
  • cs.CL3
  • cs.AI1
  • cs.CV1
affiliations
  • University of Oxford
same name
  • Eleonora Giunchiglia — 6 papers, h 2
  • Eleonora Giunchiglia — 3 papers, h 1

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20192025
most citedDeep Learning with Logical Constraints

39 citations · 150 across the 14 of their papers we have counts for

collaborators
Showing 2021Show all

1 paper · 1 filter

cs.LG2021★ 31 cited

Multi-Label Classification Neural Networks with Hard Logical Constraints

Eleonora Giunchiglia, Thomas Lukasiewicz

Multi-label classification (MC) is a standard machine learning problem in which a data point can be associated with a set of classes. A more challenging scenario is given by hierar…

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