Quo Vadis, Math Information Retrieval
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14330%2F19%3A00111500" target="_blank" >RIV/00216224:14330/19:00111500 - isvavai.cz</a>
Result on the web
<a href="https://www.fi.muni.cz/usr/sojka/papers/raslan-2019-sojka-novotny-ayetiran-luptak-stefanik.pdf" target="_blank" >https://www.fi.muni.cz/usr/sojka/papers/raslan-2019-sojka-novotny-ayetiran-luptak-stefanik.pdf</a>
DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Quo Vadis, Math Information Retrieval
Original language description
With the exponential growth of information in the digital form, information retrieval and querying digital libraries is of paramount importance, and mathematical and technical STEM documents are not an exception. The key for precise searching is the adequate and unambiguous representation of documents, paragraphs, sentences and words, which we are going to evaluate. We are presenting a roadmap to tackle the problem of searching and question answering in the digital mathematical libraries, and discuss the pros and cons of promising approaches primarily for the key part, namely the document representation: several types of embeddings, topic mixtures and LSTM. The listed representation learning options will be evaluated at the next ARQMath evaluation lab of CLEF 2020 conference.
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
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Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2019
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 Thirteenth Workshop on Recent Advances in Slavonic Natural Language Processing, RASLAN 2019
ISBN
9788026315179
ISSN
2336-4289
e-ISSN
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Number of pages
12
Pages from-to
117-128
Publisher name
Tribun EU
Place of publication
Brno
Event location
Karlova Studánka
Event date
Dec 6, 2019
Type of event by nationality
EUR - Evropská akce
UT code for WoS article
000604899800014