Is this sentence valid? An Arabic Dataset for Commonsense Validation

Understand

The commonsense understanding and validation remains a challenging task in the field of natural language understanding.

• Therefore, several research papers have been published that studied the capability of proposed systems to evaluate the models ability to validate commonsense in text.
• In this paper, we present a benchmark Arabic dataset for commonsense understanding and validation as well as a baseline research and models trained using the same dataset.
• To the best of our knowledge, this dataset is considered as the first in the field of Arabic text commonsense validation.