Sentiment Analysis of Code-Mixed Bambara-French Social Media Text Using Deep Learning Techniques
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DOI: 10.1007/s11859-018-1316-z
Abstract: The global growth of the Internet and the rapid expansion of social networks such as Facebook make multilingual sentiment analysis of social media content very necessary. This paper performs the first sentiment analysis on code-mixed… read more here.
Keywords: social media; code mixed; mixed bambara; analysis code ... See more keywords
Multi-Label Emotion Classification on Code-Mixed Text: Data and Methods
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DOI: 10.1109/access.2022.3143819
Abstract: The multi-label emotion classification task aims to identify all possible emotions in a written text that best represent the author’s mental state. In recent years, multi-label emotion classification attracted the attention of researchers due to… read more here.
Keywords: multi label; label emotion; emotion classification; code mixed ... See more keywords
A Systematic Review on Language Identification of Code-Mixed Text: Techniques, Data Availability, Challenges, and Framework Development
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DOI: 10.1109/access.2022.3223703
Abstract: The mix of native language with other languages (code-mixing) in social media has posed a severe challenge for language identification (LID) systems. It has encouraged research on code-mixed LID solutions. Four things have been identified… read more here.
Keywords: mixed lid; code mixed; code; language identification ... See more keywords
Data-Augmentation for Bangla-English Code-Mixed Sentiment Analysis: Enhancing Cross Linguistic Contextual Understanding
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DOI: 10.1109/access.2023.3277787
Abstract: In today’s digital world, automated sentiment analysis from online reviews can contribute to a wide variety of decision-making processes. One example is examining typical perceptions of a product based on customer feedbacks to have a… read more here.
Keywords: sentiment analysis; data augmentation; code mixed; code ... See more keywords
Protected Health Information Recognition of Unstructured Code-Mixed Electronic Health Records in Taiwan
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DOI: 10.3233/shti220153
Abstract: Electronic health records (EHRs) at medical institutions provide valuable sources for research in both clinical and biomedical domains. However, before such records can be used for research purposes, protected health information (PHI) mentioned in the… read more here.
Keywords: recognition; health; health records; electronic health ... See more keywords