Neural POS tagging of shahmukhi by using contextualized word representations

Part of Speech (POS) tagging has a preliminary role in building natural language processing applications. This paper presents the development and evaluation of the first POS tagged corpus along with a Bi-directional long-short memory (BiLSTM) network based POS tagger for Shahmukhi (Western Punjabi)...

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Hlavní autoři:	Amina Tehseen, Toqeer Ehsan, Hannan Bin Liaqat, Amjad Ali, Ala Al-Fuqaha
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	Springer 2023-01-01
Edice:	Journal of King Saud University: Computer and Information Sciences
Témata:	Shahmukhi Punjabi POS tagging Corpus annotation Deep neural networks ELMo
On-line přístup:	http://www.sciencedirect.com/science/article/pii/S1319157822004207
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