Open-domain Factoid 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%3A10335441" target="_blank" >RIV/00216208:11320/16:10335441 - isvavai.cz</a>
Result on the web
<a href="https://aclweb.org/anthology/W/W16/W16-0104.pdf" target="_blank" >https://aclweb.org/anthology/W/W16/W16-0104.pdf</a>
DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Open-domain Factoid 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 data set for surface form to logical form mapping 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 up to a full knowledge graph with no limitation on the size. On a standard benchmark, we obtained near 4 percent improvement over the 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
Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human-Computer Question Answering Workshop
ISBN
978-1-941643-96-9
ISSN
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e-ISSN
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Number of pages
7
Pages from-to
22-28
Publisher name
Association for Computational Linguistics
Place of publication
Stroudsburg, PA, USA
Event location
San Diego, CA, USA
Event date
Jun 12, 2016
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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