A user-friendly tool to convert YouTube videos into text, SRT, or VTT files using OpenAI's Whisper or Facebook's Wit.ai.
Comprehensive suite of models for generating, diacritizing, and analyzing Arabic poetry using GPT2, BERT, and CANINE transformers. Secured third place in the [Arabthon](https://twitter.com/arabthon/status/1538220050791940102) competition.
Authorship identification is essential to the detection of undesirable deception of others’ content misuse or exposing the owners of some anonymous malicious content. While it is widely studied for natural languages, it is rarely considered for …
In this paper, we describe our team’s (JUSTers) effort in the Commonsense Validation and Explanation (ComVE) task, which is part of SemEval2020. We evaluate five pre-trained Transformer-based language models with various sizes against the three …
In this paper, we describe our team's effort on the semantic text question similarity task of NSURL 2019. Our top performing system utilizes several innovative data augmentation techniques to enlarge the training data. Then, it takes ELMo pre-trained …
In this work, we present several deep learning models for the automatic diacritization of Arabic text. Our models are built using two main approaches, viz. Feed-Forward Neural Network (FFNN) and Recurrent Neural Network (RNN), with several …
In this paper, we describe our team’s effort on the fine-grained propaganda detection on sentence level classification (SLC) task of NLP4IF 2019 workshop co-located with the EMNLP-IJCNLP 2019 conference. Our top performing system results come from …
In this paper, we describe our team’s effort on the MADAR Shared Task on Arabic Fine-Grained Dialect Identification. The task requires building a system capable of differentiating between 25 different Arabic dialects in addition to MSA. Our approach …
Diacritization of Arabic text is both an interesting and a challenging problem at the same time with various applications ranging from speech synthesis to helping students learning the Arabic language. Like many other tasks or problems in Arabic …
Advancing Arabic NLP through a deep learning-based system for automated diacritization of Arabic text in a concise, efficient, and cutting-edge research project.