Human Annotated Arabic Dataset of Book Reviews for Aspect Based Sentiment Analysis. - Mohammad Al-Smadi; Omar Qawasmeh; Bashar Talafha; Muhannad Quwaider (FiCloud, 2015)

A hybrid approach for Arabic named entity disambiguation. - Mohammad Al-Smadi; Bashar Talafha; Omar Qawasmeh; Mohammed Nasser Al-Andoli; Wegdan A. Hussien; Christian Guetl (I-KNOW, 2015)

Using Big Data Analytics for Authorship Authentication of Arabic Tweets. - Jafar Albadarneh; Bashar Talafha; Mahmoud Al-Ayyoub; Belal Zaqaibeh; Mohammad Al-Smadi; Yaser Jararweh; Elhadj Benkhelifa (UCC, 2015)

An enhanced framework for aspect-based sentiment analysis of Hotels' reviews: Arabic reviews case study. - Mohammad Al-Smadi; Omar Qawasmeh; Bashar Talafha; Mahmoud Al-Ayyoub; Yaser Jararweh; Elhadj Benkhelifa (ICITST, 2016)

JUST at VQA-Med: A VGG-Seq2Seq Model. - Bashar Talafha; Mahmoud Al-Ayyoub (CLEF (Working Notes), 2018)

IoH-RCNN: Pursue the Ingredients of Happiness using Recurrent Convolutional Neural Networks. - Bashar Talafha; Mahmoud Al-Ayyoub (AffCon@AAAI, 2019)

Outperforming State-of-the-Art Systems for Aspect-Based Sentiment Analysis. - Bashar Talafha; Mahmoud Al-Ayyoub; Analle Abuammar; Yaser Jararweh (AICCSA, 2019)

Using a Hierarchical Softmax Based on the Huffman Coding Tree for Authenticating Arabic Tweets. - Bashar Talafha; Mohammad Al-Smadi; Mahmoud Al-Ayyoub; Yaser Jararweh; Patrick Juola (AICCSA, 2019)

JUST at ImageCLEF 2019 Visual Question Answering in the Medical Domain. - Aisha Al-Sadi; Bashar Talafha; Mahmoud Al-Ayyoub; Yaser Jararweh; Fumie Costen (CLEF (Working Notes), 2019)

Mawdoo3 AI at MADAR Shared Task: Arabic Fine-Grained Dialect Identification with Ensemble Learning. - Ahmad Ragab; Haitham Seelawi; Mostafa Samir; Abdelrahman Mattar; Hesham Al-Bataineh; Mohammad Zaghloul; Ahmad Mustafa 001; Bashar Talafha; Abed Alhakim Freihat; Hussein T. Al-Natsheh (WANLP@ACL 2019, 2019)

Mawdoo3 AI at MADAR Shared Task: Arabic Tweet Dialect Identification. - Bashar Talafha; Wael Farhan; Ahmed Altakrouri; Hussein T. Al-Natsheh (WANLP@ACL 2019, 2019)

Team JUST at the MADAR Shared Task on Arabic Fine-Grained Dialect Identification. - Bashar Talafha; Ali Fadel; Mahmoud Al-Ayyoub; Yaser Jararweh; Mohammad Al-Smadi; Patrick Juola (WANLP@ACL 2019, 2019)

Using long short-term memory deep neural networks for aspect-based sentiment analysis of Arabic reviews. - Mohammad Al-Smadi; Bashar Talafha; Mahmoud Al-Ayyoub; Yaser Jararweh (Int. J. Mach. Learn. Cybern., 2019)

Multi-dialect Arabic BERT for Country-level Dialect Identification. - Bashar Talafha; Mohammad Ali; Muhy Eddin Za'ter; Haitham Seelawi; Ibraheem Tuffaha; Mostafa Samir; Wael Farhan; Hussein T. Al-Natsheh (WANLP@COLING, 2020)

Unsupervised dialectal neural machine translation. - Wael Farhan; Bashar Talafha; Analle Abuammar; Ruba Jaikat; Mahmoud Al-Ayyoub; Ahmad Bisher Tarakji; Anas Toma (Inf. Process. Manag., 2020)

Sarcasm Detection and Quantification in Arabic Tweets. - Bashar Talafha; Muhy Eddin Za'ter; Samer Suleiman; Mahmoud Al-Ayyoub; Mohammed N. Al-Kabi (ICTAI, 2021)

Findings of the Second AmericasNLP Competition on Speech-to-Text Translation. - Abteen Ebrahimi; Manuel Mager; Adam Wiemerslage; Pavel Denisov; Arturo Oncevay; Danni Liu; Sai Koneru; Enes Yavuz Ugan; Zhaolin Li; Jan Niehues; Monica Romero; Iván G. Torre; et al. (NeurIPS (Competition and Demos), 2021)

ALUE: Arabic Language Understanding Evaluation. - Haitham Seelawi; Ibraheem Tuffaha; Mahmoud Gzawi; Wael Farhan; Bashar Talafha; Riham Badawi; Zyad Sober; Oday Al-Dweik; Abed Alhakim Freihat; Hussein T. Al-Natsheh (WANLP, 2021)

Bench-Marking And Improving Arabic Automatic Image Captioning Through The Use Of Multi-Task Learning Paradigm. - Muhy Eddin Za'ter; Bashar Talafha (CoRR, 2022)

N-Shot Benchmarking of Whisper on Diverse Arabic Speech Recognition. - Bashar Talafha; Abdul Waheed; Muhammad Abdul-Mageed (INTERSPEECH, 2023)

WojoodNER 2023: The First Arabic Named Entity Recognition Shared Task. - Mustafa Jarrar; Muhammad Abdul-Mageed; Mohammed Khalilia; Bashar Talafha; AbdelRahim A. Elmadany; Nagham Hamad; Alaa Omar (ArabicNLP, 2023)

VoxArabica: A Robust Dialect-Aware Arabic Speech Recognition System. - Abdul Waheed; Bashar Talafha; Peter Sullivan; AbdelRahim A. Elmadany; Muhammad Abdul-Mageed (ArabicNLP, 2023)

Casablanca: Data and Models for Multidialectal Arabic Speech Recognition. - Bashar Talafha; Karima Kadaoui; Samar Mohamed Magdy; Mariem Habiboullah; Chafei Mohamed Chafei; Ahmed Oumar El-Shangiti; Hiba Zayed; Mohamedou Cheikh Tourad; Rahaf Alhamouri; Rwaa Assi; Aisha Alraeesi; Hour Mohamed; et al. (EMNLP, 2024)

WojoodNER 2024: The Second Arabic Named Entity Recognition Shared Task. - Mustafa Jarrar; Nagham Hamad; Mohammed Khalilia; Bashar Talafha; AbdelRahim A. Elmadany; Muhammad Abdul-Mageed (ArabicNLP, 2024)

Casablanca: Data and Models for Multidialectal Arabic Speech Recognition. - Bashar Talafha; Karima Kadaoui; Samar Mohamed Magdy; Mariem Habiboullah; Chafei Mohamed Chafei; Ahmed Oumar El-Shangiti; Hiba Zayed; Mohamedou Cheikh Tourad; Rahaf Alhamouri; Rwaa Assi; Aisha Alraeesi; Hour Mohamed; et al. (CoRR, 2024)