Multilingual sentiment analysis for under-resourced languages: a systematic review of the landscape
KR Mabokela, T Celik, M Raborife - IEEE Access, 2022 - ieeexplore.ieee.org
Sentiment analysis automatically evaluates people's opinions of products or services. It is an
emerging research area with promising advancements in high-resource languages such as …
emerging research area with promising advancements in high-resource languages such as …
Sentiment analysis of persian movie reviews using deep learning
Sentiment analysis aims to automatically classify the subject's sentiment (eg, positive,
negative, or neutral) towards a particular aspect such as a topic, product, movie, news, etc …
negative, or neutral) towards a particular aspect such as a topic, product, movie, news, etc …
Data augmentation for sentiment classification with semantic preservation and diversity
G Chao, J Liu, M Wang, D Chu - Knowledge-Based Systems, 2023 - Elsevier
Data augmentation is a commonly-used technique to avoid over-fitting in deep learning.
However, the mechanism behind effective data augmentation methods is unclear. To …
However, the mechanism behind effective data augmentation methods is unclear. To …
A multi-stage multimodal framework for sentiment analysis of Assamese in low resource setting
Multimodality has shown to be helpful in several natural language processing tasks. Thus,
adding multiple modalities to the traditional sentiment analysis has also proven to be useful …
adding multiple modalities to the traditional sentiment analysis has also proven to be useful …
A survey on sentiment analysis in Persian: a comprehensive system perspective covering challenges and advances in resources and methods
Z Rajabi, MR Valavi - Cognitive Computation, 2021 - Springer
Social media has been remarkably grown during the past few years. Nowadays, posting
messages on social media websites has become one of the most popular Internet activities …
messages on social media websites has become one of the most popular Internet activities …
Sentence-level sentiment analysis in Persian
Sentiment analysis (SA) is a subfield of natural language processing and data mining which
concerns the problem of extracting useful information from users' comments on the Web …
concerns the problem of extracting useful information from users' comments on the Web …
Opinion mining in Persian language using a hybrid feature extraction approach based on convolutional neural network
Nowadays, huge amounts of text data are generated due to the increase of communications,
over various web sites and applications. Evaluation and extraction of information from these …
over various web sites and applications. Evaluation and extraction of information from these …
HOMPer: A new hybrid system for opinion mining in the Persian language
Opinion mining is a subfield of data mining and natural language processing that concerns
with extracting users' opinion and attitude towards products or services from their comments …
with extracting users' opinion and attitude towards products or services from their comments …
The impact of sentiment features on the sentiment polarity classification in Persian reviews
Natural language processing (NLP) techniques can prove relevant to a variety of specialties
in the field of cognitive science, including sentiment analysis. This paper investigates the …
in the field of cognitive science, including sentiment analysis. This paper investigates the …
[PDF][PDF] Different valuable tools for Arabic sentiment analysis: a comparative evaluation.
Arabic Natural language processing (ANLP) is a subfield of artificial intelligence (AI) that
tries to build various applications in the Arabic language like Arabic sentiment analysis …
tries to build various applications in the Arabic language like Arabic sentiment analysis …