Solving Three Czech NLP Tasks End-to-End with Neural Models
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F18%3A10390180" target="_blank" >RIV/00216208:11320/18:10390180 - isvavai.cz</a>
Result on the web
<a href="https://ufal.mff.cuni.cz/~rosa/2018/docs/ITAT_2018_paper_14_1.pdf" target="_blank" >https://ufal.mff.cuni.cz/~rosa/2018/docs/ITAT_2018_paper_14_1.pdf</a>
DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Solving Three Czech NLP Tasks End-to-End with Neural Models
Original language description
In this work, we focus on three different NLP tasks: image captioning, machine translation, and sentiment analysis. We reimplement successful approaches of other authors and adapt them to the Czech language. We provide end-to-end architectures that achieve state-of-the-art or nearly state-of-the-art results on all of the tasks within a single sequence learning toolkit. The trained models are available both for download as well as in an online demo.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2018
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 the 18th conference ITAT 2018: Slovenskočeský NLP workshop (SloNLP 2018)
ISBN
978-1-72726-719-8
ISSN
1613-0073
e-ISSN
neuvedeno
Number of pages
6
Pages from-to
138-143
Publisher name
CreateSpace Independent Publishing Platform
Place of publication
Košice, Slovakia
Event location
Plejsy, Slovakia
Event date
Sep 22, 2018
Type of event by nationality
CST - Celostátní akce
UT code for WoS article
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