Exploring Code-Switching Dynamics in Urdu-English Multilingual ChatGPT Models: Patterns, Challenges, and Implications
Imran Nazeer,
Jawaria Rehman,
Minaam Butt
Abstract:This research investigates the code-switching dynamics in the Urdu-English multilingual ChatGPT models aimed at discovering the themes, challenges, and implications. Utilizing text data retrieved from online resources, social media platforms and subject-oriented conversations, code switching will be examined through preprocessing and annotation processes. Algorithms are developed to automatically detect and classify code-switching instances, followed by an in-depth analysis of frequency, distribution, and cont… Show more
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