Czech image captioning, machine translation, and sentiment analysis (Neural Monkey models)

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F18%3A10390224" target="_blank" >RIV/00216208:11320/18:10390224 - isvavai.cz</a>

Result on the web

<a href="http://hdl.handle.net/11234/1-2839" target="_blank" >http://hdl.handle.net/11234/1-2839</a>

DOI - Digital Object Identifier

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Result language

angličtina

Original language name

Czech image captioning, machine translation, and sentiment analysis (Neural Monkey models)

Original language description

This submission contains trained end-to-end models for the Neural Monkey toolkit for Czech and English, solving three NLP tasks: machine translation, image captioning, and sentiment analysis. The models are trained on standard datasets and achieve state-of-the-art or near state-of-the-art performance in the tasks.

Czech name

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Czech description

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Type

R - Software

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)

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)

Publication year

2018

Confidentiality

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

Internal product ID

[http://hdl.handle.net/11234/1-2

Technical parameters

Výsledek volně dostupný na adrese http://hdl.handle.net/11234/1-2839.

Economical parameters

100 000 Kč

Owner IČO

00216208

Owner name

Univerzita Karlova