Cross-lingual sentiment lexicon learning with bilingual word graph label propagation

D Gao, F Wei, W Li, X Liu, M Zhou - Computational Linguistics, 2015 - direct.mit.edu
… task of cross-lingual sentiment lexicon learning, which aims to automatically generate sentiment
… lexicon has attracted considerable attention in the community of sentiment analysis. The …

Cross-lingual sentiment relation capturing for cross-lingual sentiment analysis

Q Chen, W Li, Y Lei, X Liu, C Luo, Y He - … 2017, Aberdeen, UK, April 8-13 …, 2017 - Springer
… The related work in this paper can be categorized to the cross-lingual sentiment analysis
research and the relation embedding learning research. The cross-lingual sentiment analysis

A survey of cross-lingual sentiment analysis based on pre-trained models

X Luo, S Yin, P Lin - 2021 - aisel.aisnet.org
… However, there is not much work on Cross-Lingual SA (CLSA), although it is beneficial
when … and analyze their pros and cons. Moreover, we summarize the valuable cross-lingual

Active learning for cross-lingual sentiment classification

S Li, R Wang, H Liu, CR Huang - … , November 15-19, 2013, Proceedings 2, 2013 - Springer
… learning approach to cross-lingual sentiment classification. … of them to perform cross-lingual
sentiment classification. As a … active learning to crosslingual sentiment classification. To the …

Reinforced transformer with cross-lingual distillation for cross-lingual aspect sentiment classification

H Wu, Z Wang, F Qing, S Li - Electronics, 2021 - mdpi.com
… In our future work, we intend to solve other challenges in aspect-level cross-lingual
sentiment analysis such as term-based cross-lingual sentiment classification and cross-lingual

[PDF][PDF] Cross lingual adaptation: an experiment on sentiment classifications

B Wei, C Pal - Proceedings of the ACL 2010 conference short …, 2010 - aclanthology.org
In this paper, we study the problem of using an annotated corpus in English for the same
natural language processing task in another language. While various machine translation …

Cross-lingual unsupervised sentiment classification with multi-view transfer learning

H Fei, P Li - Proceedings of the 58th annual meeting of the …, 2020 - aclanthology.org
cross-lingual sentiment classification, in which the low-resource language does not have any
labels or parallel corpus. We propose an unsupervised cross-lingual … for sentiment analysis

Bridging the language gap: Learning distributed semantics for cross-lingual sentiment classification

G Zhou, T He, J Zhao - … Processing and Chinese Computing: Third CCF …, 2014 - Springer
… expressed in products and movie reviews can roughly be divided into supervised and
unsupervised (or semi-supervised) sentiment analysis. Supervised techniques have been proved …

Cross-lingual sentiment classification via bi-view non-negative matrix tri-factorization

J Pan, GR Xue, Y Yu, Y Wang - … in Knowledge Discovery and Data Mining …, 2011 - Springer
cross-lingual query classification which extended the cross-lingual classification problem into
short text … In this paper, we focus on cross-lingual text classification and we also employ the …

Cross lingual sentiment analysis: a clustering-based bee colony instance selection and target-based feature weighting approach

MA Mohammed Almansor, C Zhang, W Khan… - Sensors, 2020 - mdpi.com
… Despite the fact that sentiment analysis has received notable attention from the research …
on cross-lingual sentiment analysis. The difficulty of handling cross-lingual sentiment analysis