Bidirectional Encoder Representations from Transformers (BERT) has gained increasing
attention from researchers and practitioners as it has proven to be an invaluable technique …

On social media platforms, it is essential to express one's thoughts, opinions, and reviews.
One of the most widely used linguistic forms to criticize or express a person's ideas with …

Transfer learning with a unified Transformer framework (T5) that converts all language
problems into a text-to-text format was recently proposed as a simple and effective transfer …

We describe findings of the third Nuanced Arabic Dialect Identification Shared Task (NADI
2022). NADI aims at advancing state of the art Arabic NLP, including on Arabic dialects. It …

In the era of social networking platforms, user-generated content is flooding every second on
online social media platforms like Facebook. So observing and identifying many contents …

This paper provides an overview of the WANLP 2021 shared task on sarcasm and sentiment
detection in Arabic. The shared task has two subtasks: sarcasm detection (subtask 1) and …

ChatGPT's emergence heralds a transformative phase in NLP, particularly demonstrated
through its excellent performance on many English benchmarks. However, the model's …

Abstract Information on social media is multi-modal, most of which contains the meaning of
sarcasm. In recent years, many people have studied the problem of sarcasm detection …

Sentiment analysis is the process of examining people's opinions and emotions towards
goods, services, organizations, individuals, and other things, through the use of textual data …

This article provides a comprehensive survey of contemporary language modeling
approaches within the realm of natural language processing (NLP) tasks. This paper …