Knowledge-Based Named Entity Recognition of Archaeological Concepts in Dutch

Andreas Vlachidis, Douglas Tudhope, Milco Wansleeben

Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion CynhadleddCyfraniad i gynhadleddadolygiad gan gymheiriaid

Crynodeb

The advancement of Natural Language Processing (NLP) allows the process of deriving information from large volumes of text to be automated, making text-based resources more discoverable and useful. The attention is turned to one of the most important, but traditionally difficult to access resources in archaeology; the largely unpublished reports generated by commercial or “rescue” archaeology, commonly known as “grey literature”. The paper presents the development and evaluation of a Named Entity Recognition system of Dutch archaeological grey literature targeted at extracting mentions of artefacts, archaeological features, materials, places and time entities. The role of domain vocabulary is discussed for the development of a KOS-driven NLP pipeline which is evaluated against a Gold Standard, human-annotated corpus.
Iaith wreiddiolSaesneg
TeitlCommunications in Computer and Information Science
Is-deitlMetadata and Semantic Research. MTSR 2020
GolygyddionEmmanouel Garoufallou, María-Antonia Ovalle-Perandones
Man cyhoeddiCham
CyhoeddwrSpringer
Tudalennau53-64
Nifer y tudalennau12
Cyfrol1335
ISBN (Electronig)978-3-030-71903-6
ISBN (Argraffiad)978-3-030-71902-9978-3-030-71903-6
Dynodwyr Gwrthrych Digidol (DOIs)
StatwsCyhoeddwyd - 21 Maw 2021
DigwyddiadMetadata and Semantic Research, 14th International Conference (2020) - Madrid, Sbaen
Hyd: 2 Dec 20204 Dec 2020
Rhif y gynhadledd: 14

Cyfres gyhoeddiadau

EnwCommunications in Computer and Information Science
CyhoeddwrSpringer
Cyfrol1355
ISSN (Argraffiad)1865-0929
ISSN (Electronig)1865-0937

Cynhadledd

CynhadleddMetadata and Semantic Research, 14th International Conference (2020)
Teitl crynoMTSR 2020
Gwlad/TiriogaethSbaen
DinasMadrid
Cyfnod2/12/204/12/20

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