SANTO: A Web-based Annotation Tool for Ontology-driven Slot Filling
Hartung M, ter Horst H, Grimm F, Diekmann T, Klinger R, Cimiano P (2018)
In: Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (System Demonstrations). Association for Computational Linguistics.
Konferenzbeitrag
| Veröffentlicht | Englisch
Download
hartung2018-etal.pdf
404.00 KB
Autor*in
Hartung, MatthiasUniBi ;
ter Horst, HendrikUniBi ;
Grimm, FrankUniBi ;
Diekmann, Tim;
Klinger, Roman;
Cimiano, PhilippUniBi
Einrichtung
Abstract / Bemerkung
Supervised machine learning algorithms require training data whose generation for complex relation extraction tasks tends to be difficult. Being optimized for relation extraction at sentence level, many annotation tools lack in facilitating the annotation of relational structures that are widely spread across the text. This leads to non-intuitive and cumbersome visualizations, making the annotation process unnecessarily time-consuming. We propose SANTO, an easy-to-use, domain-adaptive annotation tool specialized for complex slot filling tasks which may involve problems of cardinality and referential grounding. The web-based architecture enables fast and clearly structured annotation for multiple users in parallel. Relational structures are formulated as templates following the conceptualization of an underlying ontology. Further, import and export procedures of standard formats enable interoperability with external sources and tools.
Stichworte
Annotation Tool;
Information Extraction;
Slot Filling
Erscheinungsjahr
2018
Titel des Konferenzbandes
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (System Demonstrations)
Konferenz
56th Annual Meeting of the Association for Computational Linguistics
Konferenzort
Melbourne, Australia
Konferenzdatum
2018-07-15 – 2018-07-20
Page URI
https://pub.uni-bielefeld.de/record/2919923
Zitieren
Hartung M, ter Horst H, Grimm F, Diekmann T, Klinger R, Cimiano P. SANTO: A Web-based Annotation Tool for Ontology-driven Slot Filling. In: Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (System Demonstrations). Association for Computational Linguistics; 2018.
Hartung, M., ter Horst, H., Grimm, F., Diekmann, T., Klinger, R., & Cimiano, P. (2018). SANTO: A Web-based Annotation Tool for Ontology-driven Slot Filling. Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (System Demonstrations) Association for Computational Linguistics.
Hartung, Matthias, ter Horst, Hendrik, Grimm, Frank, Diekmann, Tim, Klinger, Roman, and Cimiano, Philipp. 2018. “SANTO: A Web-based Annotation Tool for Ontology-driven Slot Filling”. In Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (System Demonstrations). Association for Computational Linguistics.
Hartung, M., ter Horst, H., Grimm, F., Diekmann, T., Klinger, R., and Cimiano, P. (2018). “SANTO: A Web-based Annotation Tool for Ontology-driven Slot Filling” in Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (System Demonstrations) (Association for Computational Linguistics).
Hartung, M., et al., 2018. SANTO: A Web-based Annotation Tool for Ontology-driven Slot Filling. In Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (System Demonstrations). Association for Computational Linguistics.
M. Hartung, et al., “SANTO: A Web-based Annotation Tool for Ontology-driven Slot Filling”, Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (System Demonstrations), Association for Computational Linguistics, 2018.
Hartung, M., ter Horst, H., Grimm, F., Diekmann, T., Klinger, R., Cimiano, P.: SANTO: A Web-based Annotation Tool for Ontology-driven Slot Filling. Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (System Demonstrations). Association for Computational Linguistics (2018).
Hartung, Matthias, ter Horst, Hendrik, Grimm, Frank, Diekmann, Tim, Klinger, Roman, and Cimiano, Philipp. “SANTO: A Web-based Annotation Tool for Ontology-driven Slot Filling”. Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (System Demonstrations). Association for Computational Linguistics, 2018.
Alle Dateien verfügbar unter der/den folgenden Lizenz(en):
Copyright Statement:
Dieses Objekt ist durch das Urheberrecht und/oder verwandte Schutzrechte geschützt. [...]
Volltext(e)
Name
hartung2018-etal.pdf
404.00 KB
Access Level
Open Access
Zuletzt Hochgeladen
2019-09-06T09:18:59Z
MD5 Prüfsumme
fb188478a1719a173a9fbaa87af2aebd
Link(s) zu Volltext(en)
Access Level
Closed Access