Alessandro Antonucci
3 papers in the PaperMetrix corpus
Papers by this author
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Relation Clustering in Narrative Knowledge Graphs
2020 · arXiv (Cornell University)
When coping with literary texts such as novels or short stories, the extraction of structured information in the form of a knowledge graph might be hindered by the huge number of possible relations between the …
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Structural Learning of Probabilistic Sentential Decision Diagrams under Partial Closed-World Assumption
2021 · arXiv (Cornell University)
Probabilistic sentential decision diagrams are a class of structured-decomposable probabilistic circuits especially designed to embed logical constraints. To adapt the classical LearnSPN scheme to learn the structure of these models, we propose a new scheme …
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Approximating Counterfactual Bounds while Fusing Observational, Biased and Randomised Data Sources
2023 · arXiv (Cornell University)
We address the problem of integrating data from multiple, possibly biased, observational and interventional studies, to eventually compute counterfactuals in structural causal models. We start from the case of a single observational dataset affected by …