All Outputs (2)

Arabic Short-text Dataset for Sentiment Analysis of Tourism and Leisure Events (2025)
Journal Article
Basabain, S., Al-Dubai, A., Cambria, E., Alomar, K., & Hussain, A. (2025). Arabic Short-text Dataset for Sentiment Analysis of Tourism and Leisure Events. Expert Systems, 42(5), Article e70030. https://doi.org/10.1111/exsy.70030

The focus of this study is to present the detailed process of collecting a dataset of Arabic short-text in the tourism context and annotating this dataset for the task of sentiment analysis using an automatic zero-shot labelling technique utilising t... Read More about Arabic Short-text Dataset for Sentiment Analysis of Tourism and Leisure Events.

Enhancing Arabic-text Feature Extraction Utilizing Label-semantic Augmentation in Few/Zero-shot Learning (2023)
Journal Article
Basabain, S., Cambria, E., Alomar, K., & Hussain, A. (2023). Enhancing Arabic-text Feature Extraction Utilizing Label-semantic Augmentation in Few/Zero-shot Learning. Expert Systems, 40(8), Article e13329. https://doi.org/10.1111/exsy.13329

A growing amount of research use pre-trained language models to address few/zero-shot text classification problems. Most of these studies neglect the semantic information hidden implicitly beneath the natural language names of class labels and develo... Read More about Enhancing Arabic-text Feature Extraction Utilizing Label-semantic Augmentation in Few/Zero-shot Learning.