no code implementations • 25 Mar 2024 • Hanane Kteich, Na Li, Usashi Chatterjee, Zied Bouraoui, Steven Schockaert
We show that this leads to embeddings which capture a more diverse range of commonsense properties, and consistently improves results in downstream tasks such as ultra-fine entity typing and ontology completion.
1 code implementation • 16 May 2023 • Na Li, Hanane Kteich, Zied Bouraoui, Steven Schockaert
Second, concept embeddings should capture the semantic properties of concepts, whereas contextualised word vectors are also affected by other factors.