Open-Source Tools for Morphology, Lemmatization, POS Tagging and Named Entity Recognition
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F14%3A10289420" target="_blank" >RIV/00216208:11320/14:10289420 - isvavai.cz</a>
Result on the web
<a href="http://www.aclweb.org/anthology/P/P14/P14-5003.pdf" target="_blank" >http://www.aclweb.org/anthology/P/P14/P14-5003.pdf</a>
DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Open-Source Tools for Morphology, Lemmatization, POS Tagging and Named Entity Recognition
Original language description
We present two recently released open-source taggers: NameTag is a free software for named entity recognition (NER) which achieves state-of-the-art performance on Czech; MorphoDiTa (Morphological Dictionary and Tagger) performs morphological analysis (with lemmatization), morphological generation, tagging and tokenization with state-of-the-art results for Czech and a throughput around 10-200K words per second. The taggers can be trained for any language for which annotated data exist, but they are specifically designed to be efficient for inflective languages. Both tools are free software under LGPL license and are distributed along with trained linguistic models which are free for non-commercial use under the CC BY-NC-SA license. The releases includestandalone tools, C++ libraries with Java, Python and Perl bindings and web services.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
<a href="/en/project/LM2010013" target="_blank" >LM2010013: LINDAT-CLARIN: Institute for analysis, processing and distribution of linguistic data</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach
Others
Publication year
2014
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings of 52nd Annual Meeting of the Association for Computational Linguistics: System Demonstrations
ISBN
978-1-941643-00-6
ISSN
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e-ISSN
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Number of pages
6
Pages from-to
13-18
Publisher name
Association for Computational Linguistics
Place of publication
Stroudsburg, PA, USA
Event location
Baltimore, MD, USA
Event date
Jun 23, 2014
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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