The DANTE temporal expression tagger

Paweł Mazur*, Robert Dale

*Corresponding author for this work

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

14 Citations (Scopus)

Abstract

In this paper we present the DANTE system, a tagger for temporal expressions in English documents. DANTE performs both recognition and normalization of these expressions in accordance with the TIMEX2 annotation standard. The system is built on modular principles, with a clear separation between the recognition and normalisation components. The interface between these components is based on our novel approach to representing the local semantics of temporal expressions. DANTE has been developed in two phases: first on the basis of the TIMEX2 guidelines only, and then using the ACE 2005 development data. The system has been evaluated on the ACE 2005 and ACE 2007 data. Although this is still work in progress, we already achieve highly satisfactory results, both for the recognition of temporal expressions and their interpretation.

Original languageEnglish
Title of host publicationHuman Language Technology: Challenges of the Information Society
Subtitle of host publicationThird Language and Technology Conference, LTC 2007, Poznan, Poland, October 5-7, 2007, Revised Selected Papers
EditorsZygmunt Vetulani
Place of PublicationBerlin
PublisherSpringer, Springer Nature
Pages245-257
Number of pages13
ISBN (Electronic)9783642042355
ISBN (Print)9783642042348
DOIs
Publication statusPublished - 2009
Event3rd Language and Technology Conference, LTC 2007 - Poznan, Poland
Duration: 5 Oct 20077 Oct 2007

Publication series

NameLecture Notes in Computer Science
PublisherSpringer Berlin Heidelberg
Volume5603
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Other

Other3rd Language and Technology Conference, LTC 2007
CountryPoland
CityPoznan
Period5/10/077/10/07

Keywords

  • Semantics
  • Temporal expression tagging
  • Underspecification

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