Bashar Talafha

According to our database, Bashar Talafha authored at least 25 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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, Fakhraddin Alwajih, Abdelrahman Mohamed, Abdellah El Mekki, El Moatez Billah Nagoudi, Benelhadj Djelloul Mama Saadia, Hamzah A. Alsayadi, Walid Al-Dhabyani, Sara Shatnawi, Yasir Ech-Chammakhy, Amal Makouar, Yousra Berrachedi, Mustafa Jarrar, Shady Shehata, Ismail Berrada, Muhammad Abdul-Mageed

CoRR, 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

Proceedings of The Second Arabic Natural Language Processing Conference, 2024

Casablanca: Data and Models for Multidialectal Arabic Speech Recognition.

Bashar Talafha, Karima Kadaoui, Samar M. Magdy, Mariem Habiboullah, Chafei Mohamed Chafei, Ahmed Oumar El-Shangiti, Hiba Zayed, Mohamedou Cheikh Tourad, Rahaf Alhamouri, Rwaa Assi, Aisha Alraeesi, Hour Mohamed, Fakhraddin Alwajih, Abdelrahman Mohamed, Abdellah El Mekki, El Moatez Billah Nagoudi, Benelhadj Saadia, Hamzah A. Alsayadi, Walid Al-Dhabyani, Sara Shatnawi, Yasir Ech-Chammakhy, Amal Makouar, Yousra Berrachedi, Mustafa Jarrar, Shady Shehata, Ismail Berrada, Muhammad Abdul-Mageed

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

VoxArabica: A Robust Dialect-Aware Arabic Speech Recognition System.

Abdul Waheed, Bashar Talafha, Peter Sullivan, AbdelRahim A. Elmadany, Muhammad Abdul-Mageed

Proceedings of ArabicNLP 2023, Singapore (Hybrid), December 7, 2023, 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

Proceedings of ArabicNLP 2023, Singapore (Hybrid), December 7, 2023, 2023

N-Shot Benchmarking of Whisper on Diverse Arabic Speech Recognition.

Bashar Talafha, Abdul Waheed, Muhammad Abdul-Mageed

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

2022

Bench-Marking And Improving Arabic Automatic Image Captioning Through The Use Of Multi-Task Learning Paradigm.

Muhy Eddin Za'ter, Bashar Talafha

CoRR, 2022

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

Proceedings of the Sixth Arabic Natural Language Processing Workshop, 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, Tanel Alumäe, Jiaming Kong, Sergey Polezhaev, Yury Belousov, Wei-Rui Chen, Peter Sullivan, Ife Adebara, Bashar Talafha, Alcides Alcoba Inciarte, Muhammad Abdul-Mageed, Luis Chiruzzo, Rolando Coto-Solano, Hilaria Cruz, Sofía Flores-Solórzano, Aldo Andrés Alvarez López, Iván V. Meza-Ruíz, John E. Ortega, Alexis Palmer, Rodolfo Zevallos, Kristine Stenzel, Thang Vu, Katharina Kann

Proceedings of the NeurIPS 2022 Competition Track, 2021

Sarcasm Detection and Quantification in Arabic Tweets.

Bashar Talafha, Muhy Eddin Za'ter, Samer Suleiman, Mahmoud Al-Ayyoub, Mohammed N. Al-Kabi

Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

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

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

Proceedings of the Fifth Arabic Natural Language Processing Workshop, 2020

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

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

Proceedings of the Fourth Arabic Natural Language Processing Workshop, 2019

Mawdoo3 AI at MADAR Shared Task: Arabic Tweet Dialect Identification.

Bashar Talafha, Wael Farhan, Ahmed Altakrouri, Hussein T. Al-Natsheh

Proceedings of the Fourth Arabic Natural Language Processing Workshop, 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, Bashar Talafha, Abed Alhakim Freihat, Hussein T. Al-Natsheh

Proceedings of the Fourth Arabic Natural Language Processing Workshop, 2019

JUST at ImageCLEF 2019 Visual Question Answering in the Medical Domain.

Aisha Al-Sadi, Bashar Talafha, Mahmoud Al-Ayyoub, Yaser Jararweh, Fumie Costen

Proceedings of the Working Notes of CLEF 2019, 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

Proceedings of the 16th IEEE/ACS International Conference on Computer Systems and Applications, 2019

Outperforming State-of-the-Art Systems for Aspect-Based Sentiment Analysis.

Bashar Talafha, Mahmoud Al-Ayyoub, Analle Abuammar, Yaser Jararweh

Proceedings of the 16th IEEE/ACS International Conference on Computer Systems and Applications, 2019

IoH-RCNN: Pursue the Ingredients of Happiness using Recurrent Convolutional Neural Networks.

Bashar Talafha, Mahmoud Al-Ayyoub

Proceedings of the 2nd Workshop on Affective Content Analysis (AffCon 2019) co-located with Thirty-Third AAAI Conference on Artificial Intelligence (AAAI 2019), 2019

2018

JUST at VQA-Med: A VGG-Seq2Seq Model.

Bashar Talafha, Mahmoud Al-Ayyoub

Proceedings of the Working Notes of CLEF 2018, 2018

2016

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

Proceedings of the 11th International Conference for Internet Technology and Secured Transactions, 2016

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

Proceedings of the 8th IEEE/ACM International Conference on Utility and Cloud Computing, 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

Proceedings of the 15th International Conference on Knowledge Technologies and Data-driven Business, 2015

Human Annotated Arabic Dataset of Book Reviews for Aspect Based Sentiment Analysis.

Mohammad Al-Smadi, Omar Qawasmeh, Bashar Talafha, Muhannad Quwaider

Proceedings of the 3rd International Conference on Future Internet of Things and Cloud, 2015