May 14, 2024, 4:49 a.m. | Ethan Parker Wong, Faten M'hiri

cs.CL updates on arXiv.org arxiv.org

arXiv:2405.06692v1 Announce Type: new
Abstract: Inspired by the 'Bias Considerations in Bilingual Natural Language Processing' report by Statistics Canada, this study delves into potential biases in multilingual sentiment analysis between English and French. Given a 50-50 dataset of French and English, we aim to determine if there exists a language bias and explore how the incorporation of more diverse datasets in the future might affect the equity of multilingual Natural Language Processing (NLP) systems. By employing Support Vector Machine (SVM) …

abstract aim analysis arxiv bias biases bilingual canada cs.cl dataset english french language language processing multilingual natural natural language natural language processing processing report sentiment sentiment analysis statistics study type

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