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[PDF][PDF] Word embedding as a semantic feature extraction technique in arabic natural language processing: an overview.
Feature extraction has transformed the field of Natural Language Processing (NLP) by
providing an effective way to represent linguistic features. Various techniques are utilised for …
providing an effective way to represent linguistic features. Various techniques are utilised for …
[PDF][PDF] Systematic review of the Arabic natural language processing: challenges, techniques and new trends
The volume of Arabic posts on many social networks has increased significantly, providing a
rich source for analysis. As a result, Arabic Natural Language Processing intervenes to …
rich source for analysis. As a result, Arabic Natural Language Processing intervenes to …
A robust classification approach to enhance clinic identification from Arabic health text
Text classification has critical applications, including healthcare, where it can assist patients
in locating specialized clinics based on their symptom descriptions. This can enhance …
in locating specialized clinics based on their symptom descriptions. This can enhance …
[PDF][PDF] An ensemble deep learning approach for emotion detection in Arabic tweets
Now-a-days people use social media websites for different activities such as business,
entertainment, following the news, expressing their thoughts, feelings, and much more. This …
entertainment, following the news, expressing their thoughts, feelings, and much more. This …
[HTML][HTML] Leveraging feature-level fusion representations and attentional bidirectional RNN-CNN deep models for Arabic affect analysis on Twitter
Arabic affect analysis on Twitter avidly helps to capture the emotional states of individuals
being expressed regarding many targets, such as world-level events, products, and …
being expressed regarding many targets, such as world-level events, products, and …
Evaluating Arabic Emotion Recognition Task Using ChatGPT Models: A Comparative Analysis between Emotional Stimuli Prompt, Fine-Tuning, and In-Context …
Textual emotion recognition (TER) has significant commercial potential since it can be used
as an excellent tool to monitor a brand/business reputation, understand customer …
as an excellent tool to monitor a brand/business reputation, understand customer …
Affect Analysis in Arabic Text: Further Pre-Training Language Models for Sentiment and Emotion
One of the main tasks in the field of natural language processing (NLP) is the analysis of
affective states (sentiment and emotional) based on written text, and attempts have improved …
affective states (sentiment and emotional) based on written text, and attempts have improved …
Social Arabic Emotion Analysis: A Comparative Study of Multiclass Classification Techniques
The advent of social media platforms (Twitter, Facebook, etc.) has facilitated the
development of user generated content, and users tend to express and share their opinions …
development of user generated content, and users tend to express and share their opinions …
[HTML][HTML] Sentimental knowledge graph analysis of the COVID-19 pandemic based on the official account of Chinese universities
X Li, Z Li, Y Tian - Electronics, 2021 - mdpi.com
With the advent of the new media mobile Internet era, the network public opinion in colleges
and universities, as an extension of social network public opinion, is also facing a crisis in …
and universities, as an extension of social network public opinion, is also facing a crisis in …
[PDF][PDF] Emotion detection in Arabic text using machine learning methods
F Aljwari - IJISCS (International Journal of Information System and …, 2022 - core.ac.uk
Emotions are essential to any or all lang numerous studies discussing the recognition of em
remains in its early stages. The textual data with em Internet and social networking …
remains in its early stages. The textual data with em Internet and social networking …