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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

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

  • 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