Sentiment analysis for hinglish code-mixed tweets by means of cross-lingual word embeddings

P Singh, E Lefever - Proceedings of the 4th Workshop on …, 2020 - aclanthology.org
… In this paper, we propose a sentiment analysis approach for Hinglish tweets, containing a
mix of English and transliterated Hindi. To this end, cross-lingual word embeddings for English …

English and Malay cross-lingual sentiment lexicon acquisition and analysis

NA Nasharuddin, MT Abdullah, A Azman… - Information Science and …, 2017 - Springer
… large amount of sources and tools for sentiment analysis are available. The objective of this
paper is to introduce a cross-lingual sentiment lexicon acquisition method for the Malay and …

Learning bilingual sentiment-specific word embeddings without cross-lingual supervision

Y Feng, X Wan - Proceedings of the 2019 Conference of the North …, 2019 - aclanthology.org
… We evaluate our method on three language pairs for cross-lingual sentiment analysis.
Experimental results show that our method outperforms previous unsupervised BWE methods and …

Cross-Lingual Sentiment Analysis: A Survey

X Yuemei, C Han, W Wenqing… - Data Analysis and …, 2023 - manu44.magtech.com.cn
… [文献范围]以 Web of Science数据库为检索平 台,以TS=cross lingual sentiment OR cross
lingual word embedding为检索式,筛选90篇文献进行述评.[方法] 根据跨语言情感分析所采用的技术…

Task-specific pre-training and cross lingual transfer for sentiment analysis in Dravidian code-switched languages

A Gupta, SK Rallabandi, AW Black - Proceedings of the First …, 2021 - aclanthology.org
… effects of both for the task of sentiment analysis. We work with two … -specific pre-training and
cross-lingual transfer and find that task… cross-lingual transfer from multilingual BERT models. …

Cross-lingual sentiment classification with stacked autoencoders

G Zhou, Z Zhu, T He, XT Hu - knowledge and Information Systems, 2016 - 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 …

Structural correspondence learning for cross-lingual sentiment classification with one-to-many mappings

N Li, S Zhai, Z Zhang, B Liu - Proceedings of the AAAI Conference on …, 2017 - ojs.aaai.org
… for the task of cross-lingual sentiment classification. Dataset and Preprocessing We evaluate
the proposed approach on an open cross-lingual sentiment analysis task in NLP&CC 2013. …

An approach to cross-lingual sentiment lexicon construction

CH Chang, ML Wu, SY Hwang - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
… The success of sentiment analysisCross-lingual sentiment analysis intends to utilize the
rich resources available in some language, such as English, to facilitate the sentiment analysis

Zero-shot learning for cross-lingual news sentiment classification

A Pelicon, M Pranjić, D Miljković, B Škrlj, S Pollak - Applied Sciences, 2020 - mdpi.com
… We evaluate the zero-shot cross-lingual capabilities of our system on a novel news sentiment
… In this paper, we present our approach to cross-lingual news sentiment analysis, where …

Exploring zero-shot cross-lingual aspect-based sentiment analysis using pre-trained multilingual language models

KTK Phan, DN Hao, D Van Thin… - … on Multimedia Analysis …, 2021 - ieeexplore.ieee.org
… Then, we analyze the zero-shot cross-lingual performance on the language pairs. Figure
2 and Figure 3 show the results of pair languages corresponding to the ACD an OTE task, …