OpenBoek: A Corpus of Literary Coreference and Entities with an Exploration of Historical Spelling Normalization

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F22%3AZ7XSFRK3" target="_blank" >RIV/00216208:11320/22:Z7XSFRK3 - isvavai.cz</a>

Výsledek na webu

<a href="https://clinjournal.org/clinj/article/view/157" target="_blank" >https://clinjournal.org/clinj/article/view/157</a>

DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

OpenBoek: A Corpus of Literary Coreference and Entities with an Exploration of Historical Spelling Normalization

Popis výsledku v původním jazyce

We present OpenBoek: a corpus of 103k tokens of classic Dutch novels with annotated coreference and entities. The corpus has several properties that are challenging for current coreference models: long documents (fragments of 10k+ words each), domain-specific literary phenomena, and 19th century Dutch spelling. Spelling normalization is added to the corpus as an additional annotation layer, using a data-driven rule-based spelling normalization tool. Normalizations are added using meta-annotation, such that evaluation can be performed with annotations on the original texts without losing token alignment. This tool enables the application of parsing and coreference systems originally developed for modern Dutch. We evaluate parsing and coreference systems on the OpenBoek dataset and find that spelling normalization gives a substantial increase in performance. The OpenBoek corpus is available under an open licens at https://andreasvc.github.io/openboek/

Název v anglickém jazyce

OpenBoek: A Corpus of Literary Coreference and Entities with an Exploration of Historical Spelling Normalization

Popis výsledku anglicky

We present OpenBoek: a corpus of 103k tokens of classic Dutch novels with annotated coreference and entities. The corpus has several properties that are challenging for current coreference models: long documents (fragments of 10k+ words each), domain-specific literary phenomena, and 19th century Dutch spelling. Spelling normalization is added to the corpus as an additional annotation layer, using a data-driven rule-based spelling normalization tool. Normalizations are added using meta-annotation, such that evaluation can be performed with annotations on the original texts without losing token alignment. This tool enables the application of parsing and coreference systems originally developed for modern Dutch. We evaluate parsing and coreference systems on the OpenBoek dataset and find that spelling normalization gives a substantial increase in performance. The OpenBoek corpus is available under an open licens at https://andreasvc.github.io/openboek/

Druh

J_ost - Ostatní články v recenzovaných periodicích

CEP obor

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OECD FORD obor

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Projekt

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Návaznosti

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Rok uplatnění

2022

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název periodika

Computational Linguistics in the Netherlands Journal

ISSN

2211-4009

e-ISSN

1744-4217

Svazek periodika

12

Číslo periodika v rámci svazku

2022-12-22

Stát vydavatele periodika

US - Spojené státy americké

Počet stran výsledku

17

Strana od-do

235-251

Kód UT WoS článku

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EID výsledku v databázi Scopus

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