[HTML][HTML] Enhancement of Named Entity Recognition in Low-Resource Languages with Data Augmentation and BERT Models: A Case Study on Urdu

F Ullah, A Gelbukh, MT Zamir, EMF Riverόn, G Sidorov - Computers, 2024 - mdpi.com
Identifying and categorizing proper nouns in text, known as named entity recognition (NER),
is crucial for various natural language processing tasks. However, developing effective NER …

A deep learning approach for Named Entity Recognition in Urdu language

R Anam, MW Anwar, MH Jamal, UI Bajwa, IT Diez… - Plos one, 2024 - journals.plos.org
Named Entity Recognition (NER) is a natural language processing task that has been widely
explored for different languages in the recent decade but is still an under-researched area …

Fine-tuning Urdu NER Models Using Context-Aware Embeddings

N Azhar, S Latif, S Arshad - 2024 14th International Conference …, 2024 - ieeexplore.ieee.org
Many applications rely on Named Entity Recognition (NER) to accurately identify and extract
key pieces of information from large amounts of text. For applications that deal with high-risk …