Sentiment analysis: Comprehensive reviews, recent advances, and open challenges

Q Lu, X Sun, Y Long, Z Gao, J Feng… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Sentiment analysis (SA) aims to understand the attitudes and views of opinion holders with
computers. Previous studies have achieved significant breakthroughs and extensive …

A systematic review of aspect-based sentiment analysis: domains, methods, and trends

YC Hua, P Denny, J Wicker, K Taskova - Artificial Intelligence Review, 2024 - Springer
Aspect-based sentiment analysis (ABSA) is a fine-grained type of sentiment analysis that
identifies aspects and their associated opinions from a given text. With the surge of digital …

Enhancing aspect-based sentiment analysis with dependency-attention GCN and mutual assistance mechanism

J Feng, H Li, Z Yu - Journal of Intelligent Information Systems, 2024 - Springer
Aspect-based sentiment analysis (ABSA) has been extensively studied in recent years. It
involves several subtasks for extracting one or more sentiment elements, including the …

A Systematic Review of Aspect-based Sentiment Analysis (ABSA): Domains, Methods, and Trends

P Denny, K Taskova, J Wicker - arxiv preprint arxiv:2311.10777, 2023 - arxiv.org
Aspect-based Sentiment Analysis (ABSA) is a type of fine-grained sentiment analysis (SA)
that identifies aspects and the associated opinions from a given text. In the digital era, ABSA …

Revisiting aspect sentiment triplet extraction: A span-level approach with enhanced contextual interaction

R Lin, Y Gan, T Lan, X Liu, Y Cai, C Li, D Luo… - Expert Systems with …, 2025 - Elsevier
Abstract Aspect Sentiment Triplet Extraction (ASTE) aims to extract aspect terms,
corresponding opinion terms, and the expressed sentiment polarities from a given sentence …