Universal Semantic Annotator: the First Unified API for WSD, SRL and Semantic Parsing

Riccardo Orlando, Simone Conia, Stefano Faralli, Roberto Navigli


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.
Anthology ID:
2022.lrec-1.282
Volume:
Proceedings of the Thirteenth Language Resources and Evaluation Conference
Month:
June
Year:
2022
Address:
Marseille, France
Editors:
Nicoletta Calzolari, Frédéric Béchet, Philippe Blache, Khalid Choukri, Christopher Cieri, Thierry Declerck, Sara Goggi, Hitoshi Isahara, Bente Maegaard, Joseph Mariani, Hélène Mazo, Jan Odijk, Stelios Piperidis
Venue:
LREC
SIG:
Publisher:
European Language Resources Association
Note:
Pages:
2634–2641
Language:
URL:
https://aclanthology.org/2022.lrec-1.282
DOI:
Bibkey:
Cite (ACL):
Riccardo Orlando, Simone Conia, Stefano Faralli, and Roberto Navigli. 2022. Universal Semantic Annotator: the First Unified API for WSD, SRL and Semantic Parsing. In Proceedings of the Thirteenth Language Resources and Evaluation Conference, pages 2634–2641, Marseille, France. European Language Resources Association.
Cite (Informal):
Universal Semantic Annotator: the First Unified API for WSD, SRL and Semantic Parsing (Orlando et al., LREC 2022)
Copy Citation:
PDF:
https://preview.aclanthology.org/ingest-acl-2023-videos/2022.lrec-1.282.pdf
Data
CoNLL-2012