A review of natural language processing techniques for opinion mining systems

S Sun, C Luo, J Chen - Information fusion, 2017 - Elsevier
As the prevalence of social media on the Internet, opinion mining has become an essential
approach to analyzing so many data. Various applications appear in a wide range of …

Distinguishing between facts and opinions for sentiment analysis: Survey and challenges

I Chaturvedi, E Cambria, RE Welsch, F Herrera - Information Fusion, 2018 - Elsevier
Sentiment analysis requires a lot of information coming from different sources and about
different topics to be retrieved and fused. For this reason, one of the most important subtasks …

Visually grounded reasoning across languages and cultures

F Liu, E Bugliarello, EM Ponti, S Reddy… - arXiv preprint arXiv …, 2021 - arxiv.org
The design of widespread vision-and-language datasets and pre-trained encoders directly
adopts, or draws inspiration from, the concepts and images of ImageNet. While one can …

A survey on semantic processing techniques

R Mao, K He, X Zhang, G Chen, J Ni, Z Yang… - Information …, 2024 - Elsevier
Semantic processing is a fundamental research domain in computational linguistics. In the
era of powerful pre-trained language models and large language models, the advancement …

[图书][B] Sentiment analysis and opinion mining

B Liu - 2022 - books.google.com
Sentiment analysis and opinion mining is the field of study that analyzes people's opinions,
sentiments, evaluations, attitudes, and emotions from written language. It is one of the most …

Adversarial deep averaging networks for cross-lingual sentiment classification

X Chen, Y Sun, B Athiwaratkun, C Cardie… - Transactions of the …, 2018 - direct.mit.edu
In recent years great success has been achieved in sentiment classification for English,
thanks in part to the availability of copious annotated resources. Unfortunately, most …

[图书][B] Sentiment analysis: Mining opinions, sentiments, and emotions

B Liu - 2020 - books.google.com
Sentiment analysis is the computational study of people's opinions, sentiments, emotions,
moods, and attitudes. This fascinating problem offers numerous research challenges, but …

Sentiment analysis: An overview from linguistics

M Taboada - Annual Review of Linguistics, 2016 - annualreviews.org
Sentiment analysis is a growing field at the intersection of linguistics and computer science
that attempts to automatically determine the sentiment contained in text. Sentiment can be …

[PDF][PDF] Co-training for cross-lingual sentiment classification

X Wan - Proceedings of the Joint Conference of the 47th Annual …, 2009 - aclanthology.org
The lack of Chinese sentiment corpora limits the research progress on Chinese sentiment
classification. However, there are many freely available English sentiment corpora on the …

[PDF][PDF] Building sentiment lexicons for all major languages

Y Chen, S Skiena - Proceedings of the 52nd Annual Meeting of the …, 2014 - aclanthology.org
Sentiment analysis in a multilingual world remains a challenging problem, because
developing language-specific sentiment lexicons is an extremely resourceintensive process …