Emotion Analysis of Arabic Tweets: Language Models and Available Resources

Frontiers in Artificial Intelligence

关键词: emotion analysis;    language models;    natural language processing;    Arabic tweets;    social emotion;   

DOI  :  10.3389/frai.2022.843038

来源: DOAJ

【 摘 要 】

One of the most popular social media platforms is Twitter. Emotion analysis and classification of tweets have become a significant research topic recently. The Arabic language faces challenges for emotion classification on Twitter, requiring more preprocessing than other languages. This article provides a practical overview and detailed description of a material that can help in developing an Arabic language model for emotion classification of Arabic tweets. An emotion classification of Arabic tweets using NLP, overall current practical practices, and available resources are highlighted to provide a guideline and overview sight to facilitate future studies. Finally, the article presents some challenges and issues that can be future research directions.

【 授权许可】

Unknown