Explicit and implicit oriented Aspect-Based Sentiment Analysis with optimal feature selection and deep learning for demonetization in India

K Ananthajothi, K Karthikayani, R Prabha - Data & Knowledge Engineering, 2022 - Elsevier
Abstract Aspect-Based Sentiment Analysis (ABSA) is a popular scheme that looks for the
prediction of the sentiment of positive characteristics in text. The sentiment of text sequences …

Aspect based sentiment analysis for demonetization tweets by optimized recurrent neural network using fire fly-oriented multi-verse optimizer

S Datta, S Chakrabarti - Sādhanā, 2021 - Springer
In this paper, it is proposed to understand the opinion of the public regarding the policy of
demonetization that is implemented recently in India through Aspect-based Sentiment …

A critical empirical evaluation of deep learning models for solving aspect based sentiment analysis

PRJ Dhanith, KSS Prabha - Artificial Intelligence Review, 2023 - Springer
Aspect-based sentiment analysis (ABSA) has captured great attention from researchers and
industrialists owing to their pulverized nature of sentiment analysis task and the goal to …

[HTML][HTML] Arabic aspect based sentiment analysis using bidirectional GRU based models

MM Abdelgwad, THA Soliman, AI Taloba… - Journal of King Saud …, 2022 - Elsevier
Aspect-based Sentiment analysis (ABSA) accomplishes a fine-grained analysis that defines
the aspects of a given document or sentence and the sentiments conveyed regarding each …

Ban-absa: An aspect-based sentiment analysis dataset for bengali and its baseline evaluation

M Ahmed Masum, S Junayed Ahmed, A Tasnim… - … of International Joint …, 2021 - Springer
Due to the breathtaking growth of social media or newspaper user comments, online product
reviews comments, sentiment analysis (SA) has captured substantial interest from the …

Ensemble deep learning for aspect-based sentiment analysis

A Mohammadi, A Shaverizade - International Journal of …, 2021 - ijnaa.semnan.ac.ir
Sentiment analysis is a subfield of Natural Language Processing (NLP) which tries to
process a text to extract opinions or attitudes towards topics or entities. Recently, the use of …

Pars-ABSA: an aspect-based sentiment analysis dataset for Persian

TS Ataei, K Darvishi, S Javdan, B Minaei-Bidgoli… - arXiv preprint arXiv …, 2019 - arxiv.org
Due to the increased availability of online reviews, sentiment analysis had been witnessed a
booming interest from the researchers. Sentiment analysis is a computational treatment of …

Combination of convolutional neural network and gated recurrent unit for aspect-based sentiment analysis

N Zhao, H Gao, X Wen, H Li - IEEE Access, 2021 - ieeexplore.ieee.org
Aspect-based sentiment analysis (ABSA) aims to identify views and sentiment polarities
towards a given aspect in reviews. Compared with general sentiment analysis, ABSA can …

Enhancing Arabic aspect-based sentiment analysis using deep learning models

S Al-Dabet, S Tedmori, ALS Mohammad - Computer Speech & Language, 2021 - Elsevier
Aspect-based sentiment analysis is a special type of sentiment analysis that aims to identify
the discussed aspects and their sentiment polarities in a given review. In this paper, two …

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 …