Arabic Named Entity Recognition Using Transformer-based-CRF Model. - Muhammad Saleh Al-Qurishi; Riad Souissi (ICNLSP, 2021)

Deep Learning for Sign Language Recognition: Current Techniques, Benchmarks, and Open Issues. - Muhammad Al-Qurishi; Thariq Khalid; Riad Souissi (IEEE Access, 2021)

AraLegal-BERT: A pretrained language model for Arabic Legal text. - Muhammad Al-Qurishi; Sarah AlQaseemi; Riad Souissi (NLLP@EMNLP, 2022)

Automotive Parts Assessment: Applying Real-time Instance-Segmentation Models to Identify Vehicle Parts. - Syed Adnan Yusuf; Abdulmalik Ali Aldawsari; Riad Souissi (CoRR, 2022)

Estimating indoor crowd density and movement behavior using WiFi Sensing. - Syed Salman Alam; Muhammad Al-Qurishi; Riad Souissi (CoRR, 2022)

PMODE: Prototypical Mask based Object Dimension Estimation. - Thariq Khalid; Mohammed Yahya Hakami; Riad Souissi (CoRR, 2022)

BERT-based Models for Arabic Long Document Classification. - Muhammad Al-Qurishi; Riad Souissi (SDU@AAAI, 2023)

pyStudio: An Open-Source Machine Learning Platform. - Enrique Gomicia-Murccia; Riad Souissi; Muhammad Al-Qurishi; Borja Bordel Sánchez (ASONAM, 2023)

Leveraging Multi-Modal Saliency and Fusion for Gaze Target Detection. - Athul M. Mathew; Arshad Ali Khan; Thariq Khalid; Faroq Al-Tam; Riad Souissi (Gaze Meets ML, 2023)

Real-Time Instance Segmentation Models for Identification of Vehicle Parts. - Abdulmalik Ali Aldawsari; Syed Adnan Yusuf; Riad Souissi; Muhammad Al-Qurishi (Complex., 2023)

GESCAM : A Dataset and Method on Gaze Estimation for Classroom Attention Measurement. - Athul M. Mathew; Arshad Ali Khan; Thariq Khalid; Riad Souissi (CVPR Workshops, 2024)

CMFPN: Context Modeling Meets Feature Pyramid Network. - Faroq Al-Tam; Muhammad Al-Qurishi; Thariq Khalid Kadavil; Riad Souissi (Tiny Papers @ ICLR, 2024)

Improving Automated Speech Recognition Using Retrieval-Based Voice Conversion. - Anas Mohammed Alhumud; Muhammad Al-Qurishi; Yasser Omar Alomar; Ali Alzahrani; Riad Souissi (Tiny Papers @ ICLR, 2024)

CamelEval: Advancing Culturally Aligned Arabic Language Models and Benchmarks. - Zhaozhi Qian; Faroq Al-Tam; Muhammad Al-Qurishi; Riad Souissi (CoRR, 2024)

InLeR: A Vehicle-Mounted IoT Solution for Efficient Streetlight Monitoring. - Syed Salman Alam; Najam Us Saqib; Arshad Khan; Waqas Bukhari; Riad Souissi (IEEE Access, 2025)