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Is this word borrowed? An automatic approach to quantify the likeliness of borrowing in social media ...
Patro, Jasabanta
;
Samanta, Bidisha
;
Singh, Saurabh
;
Mukherjee, Prithwish
;
Choudhury, Monojit
;
Mukherjee, Animesh
. - : arXiv, 2017
Abstract:
Code-mixing or code-switching are the effortless phenomena of natural switching between two or more languages in a single conversation. Use of a foreign word in a language; however, does not necessarily mean that the speaker is code-switching because often languages borrow lexical items from other languages. If a word is borrowed, it becomes a part of the lexicon of a language; whereas, during code-switching, the speaker is aware that the conversation involves foreign words or phrases. Identifying whether a foreign word used by a bilingual speaker is due to borrowing or code-switching is a fundamental importance to theories of multilingualism, and an essential prerequisite towards the development of language and speech technologies for multilingual communities. In this paper, we present a series of novel computational methods to identify the borrowed likeliness of a word, based on the social media signals. We first propose context based clustering method to sample a set of candidate words from the social ... : 11 pages, 3 Figures ...
Keyword:
Computation and Language cs.CL
;
FOS Computer and information sciences
URL:
https://dx.doi.org/10.48550/arxiv.1703.05122
https://arxiv.org/abs/1703.05122
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