<> "The repository administrator has not yet configured an RDF license."^^ . <> . . . "A deep learning approach for Named Entity Recognition in Urdu language"^^ . "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 for the Urdu language due to its rich morphology and language complexities. Existing state-of-the-art studies on Urdu NER use various deep-learning approaches through automatic feature selection using word embeddings. This paper presents a deep learning approach for Urdu NER that harnesses FastText and Floret word embeddings to capture the contextual information of words by considering the surrounding context of words for improved feature extraction. The pre-trained FastText and Floret word embeddings are publicly available for Urdu language which are utilized to generate feature vectors of four benchmark Urdu language datasets. These features are then used as input to train various combinations of Long Short-Term Memory (LSTM), Bidirectional LSTM (BiLSTM), Gated Recurrent Unit (GRU), CRF, and deep learning models. The results show that our proposed approach significantly outperforms existing state-of-the-art studies on Urdu NER, achieving an F-score of up to 0.98 when using BiLSTM+GRU with Floret embeddings. Error analysis shows a low classification error rate ranging from 1.24% to 3.63% across various datasets showing the robustness of the proposed approach. The performance comparison shows that the proposed approach significantly outperforms similar existing studies."^^ . "2024-03" . . . "19" . "3" . . "PLOS ONE"^^ . . . "19326203" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "Emmanuel"^^ . "Soriano Flores"^^ . "Emmanuel Soriano Flores"^^ . . "Eduardo René"^^ . "Silva Alvarado"^^ . "Eduardo René Silva Alvarado"^^ . . "Muhammad Waqas"^^ . "Anwar"^^ . "Muhammad Waqas Anwar"^^ . . "Usama Ijaz"^^ . "Bajwa"^^ . "Usama Ijaz Bajwa"^^ . . "Isabel de la Torre"^^ . "Diez"^^ . "Isabel de la Torre Diez"^^ . . "Rimsha"^^ . "Anam"^^ . "Rimsha Anam"^^ . . "Imran"^^ . "Ashraf"^^ . "Imran Ashraf"^^ . . "Hikmat Ullah"^^ . "Khan"^^ . "Hikmat Ullah Khan"^^ . . "Muhammad Hasan"^^ . "Jamal"^^ . "Muhammad Hasan Jamal"^^ . . . . . . "A deep learning approach for Named Entity Recognition in Urdu language (Texto)"^^ . . . "journal.pone.0300725.pdf"^^ . . . "A deep learning approach for Named Entity Recognition in Urdu language (Otro)"^^ . . . . . . "indexcodes.txt"^^ . . . "A deep learning approach for Named Entity Recognition in Urdu language (Otro)"^^ . . . . . . "lightbox.jpg"^^ . . . "A deep learning approach for Named Entity Recognition in Urdu language (Otro)"^^ . . . . . . "preview.jpg"^^ . . . "A deep learning approach for Named Entity Recognition in Urdu language (Otro)"^^ . . . . . . "medium.jpg"^^ . . . "A deep learning approach for Named Entity Recognition in Urdu language (Otro)"^^ . . . . . . "small.jpg"^^ . . "HTML Summary of #12369 \n\nA deep learning approach for Named Entity Recognition in Urdu language\n\n" . "text/html" . . . "Engineering"@en . "Ingeniería"@es . .