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A survey on sentiment analysis methods, applications, and challenges
The rapid growth of Internet-based applications, such as social media platforms and blogs,
has resulted in comments and reviews concerning day-to-day activities. Sentiment analysis …
has resulted in comments and reviews concerning day-to-day activities. Sentiment analysis …
State of the art: a review of sentiment analysis based on sequential transfer learning
Recently, sequential transfer learning emerged as a modern technique for applying the
“pretrain then fine-tune” paradigm to leverage existing knowledge to improve the …
“pretrain then fine-tune” paradigm to leverage existing knowledge to improve the …
Sentiment analysis: A survey on design framework, applications and future scopes
Sentiment analysis is a solution that enables the extraction of a summarized opinion or
minute sentimental details regarding any topic or context from a voluminous source of data …
minute sentimental details regarding any topic or context from a voluminous source of data …
Challenges and future in deep learning for sentiment analysis: a comprehensive review and a proposed novel hybrid approach
Social media is used to categorise products or services, but analysing vast comments is time-
consuming. Researchers use sentiment analysis via natural language processing …
consuming. Researchers use sentiment analysis via natural language processing …
Improving aspect-based sentiment analysis with Knowledge-aware Dependency Graph Network
H Wu, C Huang, S Deng - Information Fusion, 2023 - Elsevier
Aspect-based sentiment analysis (ABSA) aims to mine multiple sentiment–target pairs
contained in a review sentence. The main challenge of this task is how to extract the …
contained in a review sentence. The main challenge of this task is how to extract the …
Fuzzy logic applied to opinion mining: a review
The advent of Web 2.0 and its continuous growth has yielded enormous amounts of freely
available user-generated information. Within this information, it is easy to find subjective …
available user-generated information. Within this information, it is easy to find subjective …
Phrase dependency relational graph attention network for aspect-based sentiment analysis
Abstract Aspect-based Sentiment Analysis (ABSA) is a subclass of sentiment analysis, which
aims to identify the sentiment polarity such as positive, negative, or neutral for specific …
aims to identify the sentiment polarity such as positive, negative, or neutral for specific …
Monitoring the public opinion about the vaccination topic from tweets analysis
The paper presents an intelligent system to automatically infer trends in the public opinion
regarding the stance towards the vaccination topic: it enables the detection of significant …
regarding the stance towards the vaccination topic: it enables the detection of significant …
ASK-RoBERTa: A pretraining model for aspect-based sentiment classification via sentiment knowledge mining
L You, F Han, J Peng, H **, C Claramunt - Knowledge-Based Systems, 2022 - Elsevier
The main objective of aspect-based sentiment classification (ABSC) is to predict sentiment
polarities of different aspects from sentences or documents. Recent research integrates …
polarities of different aspects from sentences or documents. Recent research integrates …
Inconsistencies on TripAdvisor reviews: A unified index between users and Sentiment Analysis Methods
TripAdvisor is an opinion source frequently used in Sentiment Analysis. On this social
network, users explain their experiences in hotels, restaurants or touristic attractions. They …
network, users explain their experiences in hotels, restaurants or touristic attractions. They …