Marwa Dhiaf

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Named Entity Recognition

Information Extraction

Historical Documents

Handwritten Documents

Top Venues

Pattern Recognit. Lett.

Publications

Yessine Khanfir, Marwa Dhiaf, Emna Ghodhbani, Ahmed Cheikh Rouhou, Yousri Kessentini
Graph Neural Networks for End-to-End Information Extraction from Handwritten Documents. WACV (2024)
Marwa Dhiaf, Ahmed Cheikh Rouhou, Yousri Kessentini, Sinda Ben Salem
MSdocTr-Lite: A Lite Transformer for Full Page Multi-script Handwriting Recognition. CoRR (2023)
Mahmoud Limam, Marwa Dhiaf, Yousri Kessentini
FATURA: A Multi-Layout Invoice Image Dataset for Document Analysis and Understanding. CoRR (2023)
Marwa Dhiaf, Mohamed Ali Souibgui, Kai Wang, Yuyang Liu, Yousri Kessentini, Alicia Fornés, Ahmed Cheikh Rouhou
CSSL-MHTR: Continual Self-Supervised Learning for Scalable Multi-script Handwritten Text Recognition. CoRR (2023)
Marwa Dhiaf, Ahmed Cheikh Rouhou, Yousri Kessentini, Sinda Ben Salem
MSdocTr-Lite: A lite transformer for full page multi-script handwriting recognition. Pattern Recognit. Lett. 169 (2023)
Ahmed Cheikh Rouhou, Marwa Dhiaf, Yousri Kessentini, Sinda Ben Salem
Transformer-based approach for joint handwriting and named entity recognition in historical document. Pattern Recognit. Lett. 155 (2022)
Ahmed Cheikh Rouhoua, Marwa Dhiaf, Yousri Kessentini, Sinda Ben Salem
Transformer-Based Approach for Joint Handwriting and Named Entity Recognition in Historical documents. CoRR (2021)
Marwa Dhiaf, Sana Khamekhem Jemni, Yousri Kessentini
DocNER: A Deep Learning System for Named Entity Recognition in Handwritten Document Images. ICONIP (6) (2021)