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Thomas Bailleux

2 accepted papers

2025

Grouping Entities with Shared Properties using Multi-Facet Prompting and Property Embeddings

EMNLP 2025

Methods for learning taxonomies from data have been widely studied. We study a specific version of this task, called commonality identification, where only the set of entities is given and we need to find meaningful ways to group those entities. While LLMs should intuitively excel at this task, it i

2024

CONTOR: Benchmarking Strategies for Completing Ontologies with Plausible Missing Rules

EMNLP 2024finding

We consider the problem of finding plausible rules that are missing from a given ontology. A number of strategies for this problem have already been considered in the literature. Little is known about the relative performance of these strategies, however, as they have thus far been evaluated on diff…