Generation of Cross-Lingual Word Vectors for Low-Resourced Languages Using Deep Learning and Topological Metrics in a Data-Efficient Way

Generation of Cross-Lingual Word Vectors for Low-Resourced Languages Using Deep Learning and Topological Metrics in a Data-Efficient Way

Linguists have been focused on a qualitative comparison of the semantics from different languages. Evaluation of the semantic interpretation among disparate language pairs like English and Tamil is an even more formidable task than for Slavic languages. The concept of word embedding in Natural Langu...

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Bibliographic Details
Main Authors: Sanjanasri JP, Vijay Krishna Menon, Soman KP, Rajendran S, Agnieszka Wolk
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Electronics
Subjects:
semantic interpretation
transfer learning
bilingual embedding
cross-lingual embedding
English–Tamil
low resourced languages
Online Access:https://www.mdpi.com/2079-9292/10/12/1372

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https://www.mdpi.com/2079-9292/10/12/1372

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