Initial Experiments on Question Answering from the Intrinsic Structure of Oral History Archives
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23520%2F21%3A43962455" target="_blank" >RIV/49777513:23520/21:43962455 - isvavai.cz</a>
Result on the web
<a href="https://link.springer.com/chapter/10.1007%2F978-3-030-87802-3_12" target="_blank" >https://link.springer.com/chapter/10.1007%2F978-3-030-87802-3_12</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-030-87802-3_12" target="_blank" >10.1007/978-3-030-87802-3_12</a>
Alternative languages
Result language
angličtina
Original language name
Initial Experiments on Question Answering from the Intrinsic Structure of Oral History Archives
Original language description
Large audio archives with spoken content are natural candidates for question answering systems. Oral history archives generally contain many facts and stories that would be otherwise hard to obtain without listening to hours of recordings. We strive for making the archive more accessible by allowing natural language question answering. In this paper, we present challenges our dataset poses. We propose our initial approach that uses questions and answers mined from the archive itself and evaluate the performance in experiments with pretrained language representation and question answering models.
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
20205 - Automation and control systems
Result continuities
Project
<a href="/en/project/EF15_003%2F0000470" target="_blank" >EF15_003/0000470: Robotics 4 Industry 4.0</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2021
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
23rd International Conference, SPECOM 2021, St. Petersburg, Russia, September 27–30, 2021, Proceedings
ISBN
978-3-030-87801-6
ISSN
0302-9743
e-ISSN
1611-3349
Number of pages
10
Pages from-to
124-133
Publisher name
Springer
Place of publication
Cham
Event location
St. Petersburg, Russia
Event date
Sep 27, 2021
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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