Aspect-based sentiment analysis: an overview in the use of Arabic language
Sentiment analysis has become one of the most active research areas in natural language
processing, and the Arabic language retains its importance in this field. It is so because of …
processing, and the Arabic language retains its importance in this field. It is so because of …
Sentiment analysis for hotel reviews: a systematic literature review
Sentiment Analysis (SA) helps to automatically and meaningfully discover hotel customers'
satisfaction from their shared experiences and feelings on social media. Several studies …
satisfaction from their shared experiences and feelings on social media. Several studies …
[HTML][HTML] Arabic aspect based sentiment analysis using bidirectional GRU based models
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 …
the aspects of a given document or sentence and the sentiments conveyed regarding each …
Towards Arabic aspect-based sentiment analysis: A transfer learning-based approach
Aspect-based sentiment analysis (ABSA) is a fine-grained sentiment analysis task that aims
to extract the discussed aspects and identify their corresponding sentiment polarities from a …
to extract the discussed aspects and identify their corresponding sentiment polarities from a …
[HTML][HTML] Systematic literature review of Arabic aspect-based sentiment analysis
Aspect-based sentiment analysis (ABSA) is a natural language processing task that
provides a detailed analysis of clients' opinions about various aspects of a product or …
provides a detailed analysis of clients' opinions about various aspects of a product or …
Arabic aspect extraction based on stacked contextualized embedding with deep learning
AS Fadel, ME Saleh, OA Abulnaja - IEEE Access, 2022 - ieeexplore.ieee.org
The exponential growth of the internet and a multi-fold increase in social media users in the
last decade have resulted in a massive growth of unstructured data. Aspect-Based …
last decade have resulted in a massive growth of unstructured data. Aspect-Based …
Neural multi-task learning for end-to-end Arabic aspect-based sentiment analysis
Most existing aspect-based sentiment analysis (ABSA) methods perform the tasks of aspect
extraction and sentiment classification independently, assuming that the aspect terms are …
extraction and sentiment classification independently, assuming that the aspect terms are …
BERT-based joint model for aspect term extraction and aspect polarity detection in Arabic text
Aspect-based sentiment analysis (ABSA) is a method used to identify the aspects discussed
in a given text and determine the sentiment expressed towards each aspect. This can help …
in a given text and determine the sentiment expressed towards each aspect. This can help …
[PDF][PDF] Multi-Task Learning Model with Data Augmentation for Arabic Aspect-Based Sentiment Analysis.
AS Fadel, OA Abulnaja, ME Saleh - Computers, Materials & …, 2023 - cdn.techscience.cn
Aspect-based sentiment analysis (ABSA) is a fine-grained process. Its fundamental subtasks
are aspect term extraction (ATE) and aspect polarity classification (APC), and these subtasks …
are aspect term extraction (ATE) and aspect polarity classification (APC), and these subtasks …
Enhancing Arabic Aspect-Based Sentiment Analysis Using End-to-End Model
The majority of research on the Aspect-Based Sentiment Analysis (ABSA) tends to split this
task into two subtasks: one for extracting aspects, Aspect Term Extraction (ATE), and another …
task into two subtasks: one for extracting aspects, Aspect Term Extraction (ATE), and another …