_improved-sentiment-detection-via-label-transfer-from-monolingual-to-synthetic-code-switched-text.jpg "Improved Sentiment Detection via Label Transfer from Monolingual to Synthetic Code-Switched Text from rare hindi Video Screenshot Preview")
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⏲ Duration: 8 min 19 sec
✓ Published: 14-Jan-2020
✓ Published: 14-Jan-2020
Description:
Authors: Bidisha Samanta, Niloy Ganguly, Soumen ChakrabartinnMultilingual writers and speakers often alternate between two languages in a single discourse. This practice is called “code-switching”. Existing sentiment detection methods are usually trained on sentiment-labeled monolingual text. Manually labeled code-switched text, especially involving minority languages, is extremely rare. Consequently, the best monolingual methods perform relatively poorly on code-switched text. We present an
Authors: Bidisha Samanta, Niloy Ganguly, Soumen ChakrabartinnMultilingual writers and speakers often alternate between two languages in a single discourse. This practice is called “code-switching”. Existing sentiment detection methods are usually trained on sentiment-labeled monolingual text. Manually labeled code-switched text, especially involving minority languages, is extremely rare. Consequently, the best monolingual methods perform relatively poorly on code-switched text. We present an
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