A survey on aspect-based sentiment classification

G Brauwers, F Frasincar - ACM Computing Surveys, 2022 - dl.acm.org
With the constantly growing number of reviews and other sentiment-bearing texts on the
Web, the demand for automatic sentiment analysis algorithms continues to expand. Aspect …

Deep learning for aspect-based sentiment analysis: a comparative review

HH Do, PWC Prasad, A Maag, A Alsadoon - Expert systems with …, 2019 - Elsevier
The increasing volume of user-generated content on the web has made sentiment analysis
an important tool for the extraction of information about the human emotional state. A current …

Deep learning based sentiment analysis using convolution neural network

S Rani, P Kumar - Arabian Journal for Science and Engineering, 2019 - Springer
Sentiment analysis (SA) of natural language text is an important and challenging task for
many applications of Natural Language Processing. Till now, researchers have used …

Multi-task learning for aspect term extraction and aspect sentiment classification

MS Akhtar, T Garg, A Ekbal - Neurocomputing, 2020 - Elsevier
Aspect sentiment classification has a dependency over the aspect term extraction. The
majority of the existing studies tackle these two problems independently, ie, while …

Long short term memory (LSTM) model for sentiment analysis in social data for e-commerce products reviews in Hindi languages

V Yadav, P Verma, V Katiyar - International Journal of Information …, 2023 - Springer
Sentiment analysis has become an important tool for e-commerce giant to capture user
sentiment towards their product and to exploit such analysis to attract user for buying …

A hybrid deep learning architecture for sentiment analysis

MS Akhtar, A Kumar, A Ekbal… - … of COLING 2016, the …, 2016 - aclanthology.org
In this paper, we propose a novel hybrid deep learning archtecture which is highly efficient
for sentiment analysis in resource-poor languages. We learn sentiment embedded vectors …

Exploring amharic sentiment analysis from social media texts: Building annotation tools and classification models

SM Yimam, HM Alemayehu, A Ayele… - Proceedings of the 28th …, 2020 - aclanthology.org
This paper presents the study of sentiment analysis for Amharic social media texts. As the
number of social media users is ever-increasing, social media platforms would like to …

Sentimental analysis using supervised learning algorithms

D Shah, A Singh, SS Prasad - 2022 3rd International …, 2022 - ieeexplore.ieee.org
The humongous growth of online-grounded operations, similar to forums and blogs, led to
commentary and reviews related to diurnal conditioning. Sentimental analysis is the process …

Aspect-based sentiment analysis: A dual-task learning architecture using imbalanced maximized-area under the curve proximate support vector machine and …

MM Motevalli, MK Sohrabi, F Yaghmaee - Information Sciences, 2025 - Elsevier
Aspect-based sentiment analysis (ABSA) deals with understanding sentiments about
specific attributes. Aspect term extraction (ATE) plays an essential role in aspect sentiment …

A systematic review on implicit and explicit aspect extraction in sentiment analysis

JZ Maitama, N Idris, A Abdi, L Shuib, R Fauzi - IEEE Access, 2020 - ieeexplore.ieee.org
Aspect-based sentiment analysis (ABSA) is currently among the most vigorous areas in
natural language processing (NLP). Individuals, private and government institutions are …