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{bs,hr,sr}WaC - Web Corpora of Bosnian, Croatian and Serbian

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Ljubešić, Nikola, Klubička, Filip·2014·Proceedings of the 9th Web as Corpus Workshop (WaC-9)

Abstract

In this paper we present the construction process of top-level-domain web corpora of Bosnian, Croatian and Serbian. For constructing the corpora we use the Spi-derLing crawler with its associated tools adapted for simultaneous crawling and processing of text written in two scripts, Latin and Cyrillic. In addition to the mod-ified collection process we focus on two sources of noise in the resulting corpora: 1. they contain documents written in the other, closely related languages that can not be identified with standard language identification methods and 2. as most web corpora, they partially contain low-quality data not suitable for the specific research and application objectives. We approach both problems by using language mod-eling on the crawled data only, omitting the need for manually validated language samples for training. On the task of dis-criminating between closely related lan-guages we outperform the state-of-the-art Blacklist classifier reducing its error to a fourth. 1

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Metadata

Authors
Ljubešić, N., & Klubička, F.
Venue
Proceedings of the 9th Web as Corpus Workshop (WaC-9)
Published
2014
Pages
29-35
OpenAlex
W2252262936
Cited by
168
References
0
FWCI
5.53
Type
conference paper
Language
en
Open access
gold

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CoChat. (2026). Citation check: {bs,hr,sr}WaC - Web Corpora of Bosnian, Croatian and Serbian. https://app.cochat.ai/papers/10.3115/v1/w14-0405
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Ljubešić, N., & Klubička, F. (2014). {bs,hr,sr}WaC - Web Corpora of Bosnian, Croatian and Serbian. Proceedings of the 9th Web as Corpus Workshop (WaC-9). https://doi.org/10.3115/v1/w14-0405

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