Silo NLP's Participation at WAT2022

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F22%3AXCLPRUY9" target="_blank" >RIV/00216208:11320/22:XCLPRUY9 - isvavai.cz</a>
Result on the web
<a href="https://aclanthology.org/2022.wat-1.12" target="_blank" >https://aclanthology.org/2022.wat-1.12</a>
DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Silo NLP's Participation at WAT2022
Original language description
This paper provides the system description of “Silo NLP's” submission to the Workshop on Asian Translation (WAT2022). We have participated in the Indic Multimodal tasks (English-textgreaterHindi, English-textgreaterMalayalam, and English-textgreaterBengali, Multimodal Translation). For text-only translation, we used the Transformer and fine-tuned the mBART. For multimodal translation, we used the same architecture and extracted object tags from the images to use as visual features concatenated with the text sequence for input. Our submission tops many tasks including English-textgreaterHindi multimodal translation (evaluation test), English-textgreaterMalayalam text-only and multimodal translation (evaluation test), English-textgreaterBengali multimodal translation (challenge test), and English-textgreaterBengali text-only translation (evaluation test).
Czech name
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Czech description
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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)

Publication year
2022
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proceedings of the 9th Workshop on Asian Translation
ISBN
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ISSN
2951-2093
e-ISSN
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Number of pages
7
Pages from-to
99-105
Publisher name
International Conference on Computational Linguistics
Place of publication
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Event location
Gyeongju, Republic of Korea
Event date
Jan 1, 2022
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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