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[HTML][HTML] Sentiment analysis methods, applications, and challenges: A systematic literature review
Y Mao, Q Liu, Y Zhang - Journal of King Saud University-Computer and …, 2024 - Elsevier
With the expansion of Internet-based applications, the number of comments shows
explosive growth. Analyzing the attitudes and emotions behind comments provides powerful …
explosive growth. Analyzing the attitudes and emotions behind comments provides powerful …
Sentiment analysis: Comprehensive reviews, recent advances, and open challenges
Sentiment analysis (SA) aims to understand the attitudes and views of opinion holders with
computers. Previous studies have achieved significant breakthroughs and extensive …
computers. Previous studies have achieved significant breakthroughs and extensive …
A survey on aspect-based sentiment analysis: Tasks, methods, and challenges
As an important fine-grained sentiment analysis problem, aspect-based sentiment analysis
(ABSA), aiming to analyze and understand people's opinions at the aspect level, has been …
(ABSA), aiming to analyze and understand people's opinions at the aspect level, has been …
Aspect sentiment quad prediction as paraphrase generation
Aspect-based sentiment analysis (ABSA) has been extensively studied in recent years,
which typically involves four fundamental sentiment elements, including the aspect category …
which typically involves four fundamental sentiment elements, including the aspect category …
Towards generative aspect-based sentiment analysis
Aspect-based sentiment analysis (ABSA) has received increasing attention recently. Most
existing work tackles ABSA in a discriminative manner, designing various task-specific …
existing work tackles ABSA in a discriminative manner, designing various task-specific …
Aspect-category-opinion-sentiment quadruple extraction with implicit aspects and opinions
Product reviews contain a large number of implicit aspects and implicit opinions. However,
most of the existing studies in aspect-based sentiment analysis ignored this problem. In this …
most of the existing studies in aspect-based sentiment analysis ignored this problem. In this …
Enhanced multi-channel graph convolutional network for aspect sentiment triplet extraction
Abstract Aspect Sentiment Triplet Extraction (ASTE) is an emerging sentiment analysis task.
Most of the existing studies focus on devising a new tagging scheme that enables the model …
Most of the existing studies focus on devising a new tagging scheme that enables the model …
Bidirectional machine reading comprehension for aspect sentiment triplet extraction
Aspect sentiment triplet extraction (ASTE), which aims to identify aspects from review
sentences along with their corresponding opinion expressions and sentiments, is an …
sentences along with their corresponding opinion expressions and sentiments, is an …
Mvp: Multi-view prompting improves aspect sentiment tuple prediction
Generative methods greatly promote aspect-based sentiment analysis via generating a
sequence of sentiment elements in a specified format. However, existing studies usually …
sequence of sentiment elements in a specified format. However, existing studies usually …
Learn from syntax: Improving pair-wise aspect and opinion terms extractionwith rich syntactic knowledge
In this paper, we propose to enhance the pair-wise aspect and opinion terms extraction
(PAOTE) task by incorporating rich syntactic knowledge. We first build a syntax fusion …
(PAOTE) task by incorporating rich syntactic knowledge. We first build a syntax fusion …