Kāraka-Based Answer Retrieval for Question Answering in Indic Languages
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F23%3AA598BFLU" target="_blank" >RIV/00216208:11320/23:A598BFLU - isvavai.cz</a>
Result on the web
<a href="https://aclanthology.org/2023.ranlp-1.129/" target="_blank" >https://aclanthology.org/2023.ranlp-1.129/</a>
DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Kāraka-Based Answer Retrieval for Question Answering in Indic Languages
Original language description
"Kārakas from ancient Paninian grammar form a concise set of semantic roles that capture crucial aspect of sentence meaning pivoted on the action verb. In this paper, we propose employing a kāraka-based approach for retrieving answers in Indic question-answering systems. To study and evaluate this novel approach, empirical experiments are conducted over large benchmark corpora in Hindi and Marathi. The results obtained demonstrate the effectiveness of the proposed method. Additionally, we explore the varying impact of two approaches for extracting kārakas. The literature surveyed and experiments conducted encourage hope that kāraka annotation can improve communication with machines using natural languages, particularly in low-resource languages."
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
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Others
Publication year
2023
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 14th International Conference on Recent Advances in Natural Language Processing"
ISBN
978-954-452-092-2
ISSN
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e-ISSN
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Number of pages
9
Pages from-to
1216-1224
Publisher name
INCOMA Ltd. Shoumen, BULGARIA
Place of publication
Varna, Bulgaria
Event location
Varna, Bulgaria
Event date
Jan 1, 2023
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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