Two layers of annotation for representing event mentions in news stories

Maria Pia Di Buono, Martin Tutek, Jan Šnajder, Goran Glavaš, Bojana Dalbelo Bašić, Nataša Milić-Frayling

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

2 Citations (Scopus)

Abstract

In this paper, we describe our preliminary study of methods for annotating event mentions as part of our research on highprecision models for event extraction from news. We propose a two-layer annotation scheme, designed to capture the functional and the conceptual aspects of event mentions separately. We hypothesize that the precision can be improved by modeling and extracting the different aspects of news events separately, and then combining the extracted information by leveraging the complementarities of the models. We carry out a preliminary annotation using the proposed scheme and analyze the annotation quality in terms of inter-annotator agreement.

Original languageEnglish
Title of host publicationLAW 2017 - 11th Linguistic Annotation Workshop, Proceedings of the Workshop
PublisherAssociation for Computational Linguistics (ACL)
Pages82-90
Number of pages9
ISBN (Electronic)9781945626395
Publication statusPublished - 2017
Externally publishedYes
Event11th Linguistic Annotation Workshop, LAW 2017 - Valencia, Spain
Duration: 3 Apr 2017 → …

Publication series

NameLAW 2017 - 11th Linguistic Annotation Workshop, Proceedings of the Workshop

Conference

Conference11th Linguistic Annotation Workshop, LAW 2017
Country/TerritorySpain
CityValencia
Period3/04/17 → …

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