Quantifying Cross-Lingual Sentiment Prediction Difference in Bilingual Pop-Culture Reviews via Dual Monolingual Transformers and Jensen-Shannon Divergence
Machine translation has been widely used to support cross-lingual sentiment analysis when labeled data in the target language are limited. However, differences in linguistic representation between the source text and its translation may affect the probabilistic outputs of sentiment classification models. This study inv...