A survey of cross-lingual sentiment analysis: Methodologies, models and evaluations

Y Xu, H Cao, W Du, W Wang - Data Science and Engineering, 2022 - Springer
cross-lingual sentiment analysissentiment lexicon; (2) CLSA based on cross-lingual word
embedding; (3) CLSA based on multi-BERT and other pre-trained models. We further analyze

Cross-lingual sentiment analysis without (good) translation

M Abdalla, G Hirst - arXiv preprint arXiv:1707.01626, 2017 - arxiv.org
sentiment relationships between words in a cross-lingual setting. We apply these cross-lingual
sentiment … By effectively leveraging English sentiment knowledge without the need for …

[PDF][PDF] Cross-lingual sentiment analysis for indian languages using linked wordnets

AR Balamurali, A Joshi… - Proceedings of COLING …, 2012 - aclanthology.org
… Thus, in a cross-lingual setting for a given target language, we map the words of the training
… Thus, in the context of using senses as features for cross-lingual sentiment analysis, we …

A comparative study of cross-lingual sentiment analysis

P Přibáň, J Šmíd, J Steinberger, A Mištera - Expert Systems with …, 2024 - Elsevier
sentiment classification, surpassing … cross-lingual sentiment analysis and provides valuable
insights into the strengths and limitations of cross-lingual approaches for sentiment analysis. …

Cross-lingual propagation for deep sentiment analysis

X Dong, G De Melo - Proceedings of the AAAI Conference on Artificial …, 2018 - ojs.aaai.org
… timent analysis methods excel at determining the sentiment polarity of … cross-lingual
propagation algorithm to overcome these challenges and enable improved deep sentiment analysis

Cross-lingual deep neural transfer learning in sentiment analysis

K Kanclerz, P Miłkowski, J Kocoń - Procedia Computer Science, 2020 - Elsevier
… in the field of sentiment analysis for Polish; • The recent state of the methods for a cross-lingual
text representation; • The results of the research related to cross-lingual transfer learning …

[PDF][PDF] Cross lingual sentiment analysis using modified BRAE

S Jain, S Batra - Proceedings of the 2015 conference on empirical …, 2015 - aclanthology.org
Cross-Lingual Learning provides a mechanism to adapt NLP … An efficient cross-lingual
tool significantly reduces the cost … to develop a Cross Lingual Sentiment Analysis (CLSA) tool …

Towards a unified end-to-end approach for fully unsupervised cross-lingual sentiment analysis

Y Feng, X Wan - Proceedings of the 23rd Conference on …, 2019 - aclanthology.org
… is not the case for cross-lingual sentiment analysis. Cross-lingual Cross-Domain Results Table
… In this work we present an end-to-end approach for cross-lingual sentiment analysis. Our …

Cross lingual transfer learning for sentiment analysis of Italian TripAdvisor reviews

R Catelli, L Bevilacqua, N Mariniello, VS di Carlo… - Expert Systems with …, 2022 - Elsevier
Over the years, the attention of the scientific world towards the techniques of sentiment
analysis has increased considerably, driven by industry. The arrival of the Google BERT …

A Systematic Review of Cross-Lingual Sentiment Analysis: Tasks, Strategies, and Prospects

C Zhao, M Wu, X Yang, W Zhang, S Zhang… - ACM Computing …, 2024 - dl.acm.org
… Traditional methods for sentiment analysis, when applied in a monolingual context, often …
This underscores the need for a more thorough exploration of cross-lingual sentiment analysis (…