Constraint-Based Open Question Answering via Knowledge Graph Search

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F16%3A10335442" target="_blank" >RIV/00216208:11320/16:10335442 - isvavai.cz</a>
Result on the web
<a href="http://link.springer.com/content/pdf/10.1007%2F978-3-319-45510-5_4.pdf" target="_blank" >http://link.springer.com/content/pdf/10.1007%2F978-3-319-45510-5_4.pdf</a>
DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Constraint-Based Open Question Answering via Knowledge Graph Search
Original language description
We introduce a highly scalable approach for open-domain question answering with no dependence on any logical form to surface form mapping data set or any linguistic analytic tool such as POS tagger or named entity recognizer. We define our approach under the Constrained Conditional Models framework which lets us scale to a full knowledge graph with no limitation on the size. On a standard benchmark, we obtained competitive results to state-of-the-art in open-domain question answering task.
Czech name
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Czech description
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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)<br>S - Specificky vyzkum na vysokych skolach<br>I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Publication year
2016
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Text, Speech, and Dialogue: 19th International Conference, TSD 2016
ISBN
978-3-319-45509-9
ISSN
0302-9743
e-ISSN
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Number of pages
9
Pages from-to
28-36
Publisher name
Springer International Publishing
Place of publication
New York, London
Event location
Brno, Czechia
Event date
Sep 12, 2016
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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