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  4. Overview of HIPE-2022: Named Entity Recognition and Linking in Multilingual Historical Documents
 
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conference paper

Overview of HIPE-2022: Named Entity Recognition and Linking in Multilingual Historical Documents

Ehrmann, Maud  
•
Romanello, Matteo  
•
Najem-Meyer, Sven  
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2022
Experimental IR Meets Multilinguality, Multimodality, and Interaction. 13th International Conference of the CLEF Association, CLEF 2022, Bologna, Italy, September 5–8, 2022, Proceedings
13th Conference and Labs of the Evaluation Forum (CLEF 2022)

This paper presents an overview of the second edition of HIPE (Identifying Historical People, Places and other Entities), a shared task on named entity recognition and linking in multilingual historical documents. Following the success of the first CLEF-HIPE-2020 evaluation lab, HIPE-2022 confronts systems with the challenges of dealing with more languages, learning domain-specific entities, and adapting to diverse annotation tag sets. This shared task is part of the ongoing efforts of the natural language processing and digital humanities communities to adapt and develop appropriate technologies to efficiently retrieve and explore information from historical texts. On such material, however, named entity processing techniques face the challenges of domain heterogeneity, input noisiness, dynamics of language, and lack of resources. In this context, the main objective of HIPE-2022, run as an evaluation lab of the CLEF 2022 conference, is to gain new insights into the transferability of named entity processing approaches across languages, time periods, document types, and annotation tag sets. Tasks, corpora, and results of participating teams are presented.

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Type
conference paper
DOI
10.1007/978-3-031-13643-6_26
Author(s)
Ehrmann, Maud  
•
Romanello, Matteo  
•
Najem-Meyer, Sven  
•
Doucet, Antoine
•
Clematide, Simon
Date Issued

2022

Publisher

Springer

Publisher place

Cham

Published in
Experimental IR Meets Multilinguality, Multimodality, and Interaction. 13th International Conference of the CLEF Association, CLEF 2022, Bologna, Italy, September 5–8, 2022, Proceedings
ISBN of the book

978-3-031-13643-6

Series title/Series vol.

Lecture Notes in Computer Science; 13390

Start page

423

End page

446

Subjects

Named entity recognition and classification

•

Entity linking

•

Historical texts

•

Information extraction

•

Digitised newspapers

•

Digital humanities

URL

Paper on publisher's site.

https://link.springer.com/chapter/10.1007/978-3-031-13643-6_26
Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
DHLAB  
Event nameEvent placeEvent date
13th Conference and Labs of the Evaluation Forum (CLEF 2022)

Bologna, Italy

5-8 September 2022

RelationURL/DOI

IsVariantFormOf

https://infoscience.epfl.ch/record/295816

IsSupplementedBy

https://zenodo.org/record/6089968
Available on Infoscience
July 27, 2023
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/199365
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