In this paper, we present the Universal Semantic Annotator (USeA), which offers the first unified API for high-quality automatic annotations of texts in 100 languages through state-of-the-art systems for Word Sense Disambiguation, Semantic Role Labeling and Semantic Parsing. Together, such annotations can be used to provide users with rich and diverse semantic information, help second-language learners, and allow researchers to integrate explicit semantic knowledge into downstream tasks and real-world applications.
Universal Semantic Annotator: the First Unified API for WSD, SRL and Semantic Parsing / Orlando, Riccardo; Conia, Simone; Faralli, Stefano; Navigli, Roberto. - (2022), pp. 2634-2641. (Intervento presentato al convegno Language Resources and Evaluation Conference tenutosi a Marseille; France).
Universal Semantic Annotator: the First Unified API for WSD, SRL and Semantic Parsing
Riccardo Orlando
Primo
;Simone Conia
Secondo
;Stefano Faralli
Penultimo
;Roberto Navigli
Ultimo
2022
Abstract
In this paper, we present the Universal Semantic Annotator (USeA), which offers the first unified API for high-quality automatic annotations of texts in 100 languages through state-of-the-art systems for Word Sense Disambiguation, Semantic Role Labeling and Semantic Parsing. Together, such annotations can be used to provide users with rich and diverse semantic information, help second-language learners, and allow researchers to integrate explicit semantic knowledge into downstream tasks and real-world applications.| File | Dimensione | Formato | |
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Orlando_Universal-Semantic_2022.pdf
accesso aperto
Note: https://aclanthology.org/2022.lrec-1.282.pdf
Tipologia:
Versione editoriale (versione pubblicata con il layout dell'editore)
Licenza:
Creative commons
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1.15 MB
Formato
Adobe PDF
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1.15 MB | Adobe PDF |
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