2024
Urdu NLP
A deep learning approach for automated depression assessment using romanurdu
Authors:
R. Mohmand U. Habib M. Usman J. Baili Y. Nam- I. E. E. E. Access 2024
… categorizing an extensive collection of 25,004 RomanUrduposts from X(Twitter) …naturallanguageprocessingmethods to precisely evaluate the intensity of depression in RomanUrdu…
2024
Urdu NLP
LKMT: Linguistics knowledge-driven multi-task neural machine translation forUrduand English
Authors:
M. Naeem Z. Yu J. Wang Y. Li S. Gao…
… languages likeUrduthat lack large datasets. The construction of efficientNLPmodels is …syntactic comprehension innaturallanguageprocessingare made more difficult byUrdu’s …
2024
Urdu NLP
Bridging Language and Culture: ApplyingNLPMethods for Topic Classification of Couplets using BERT
Authors:
S. Shariff A. Adnan M. Q. Pasta- Proceedings Of The 2024 16Th … 2024
…Urdupoetry is a captivating art form with a rich cultural heritage. This paper … inNaturalLanguageProcessing(NLP) to bridge the gap between language and culture by focusing onUrdu…
2024
Urdu NLP
Transformer-based topic modeling forUrdutranslations of the Holy Quran
Authors:
A. Zafar M. Wasim S. Zulfiqar T. Waheed…
… of the Quran inUrdu, we utilize BERT embeddings, which convert theUrdutranslations into… Extension of semantic basedUrdulinguistic resources usingnaturallanguageprocessing. …
2024
Urdu NLP
ERUPD--English to RomanUrduParallel Dataset
Authors:
M. Furqan R. B. Khaja R. Habeeb- arXiv Preprint arXiv:2412.17562 2024
… This study addresses the challenges of RomanUrdu—a Latin-script adaptation ofUrdu…Urdu-English corpus, providing a critical resource to enhanceNLPapplications for RomanUrdu…
2024
Urdu NLP
Sentiment analysis fromUrdulanguage-based text using deep learning techniques
Authors:
M. Shabbir M. Majid- 2024 5Th International Conference On … 2024
… IMDB Movie Reviews is a publicly available dataset for performingnaturallanguageprocessingtasks or text analytics. In our work forUrdusentiment classification, itsUrdutranslated …
2024
Urdu NLP
Sense unveiled: EnhancingUrducorpus for nuanced word sense disambiguation
Authors:
S. Bibi S. Asghar M. Zubair- I. E. E. E. Access 2024
… Additionally, the team generated six new word embeddings forUrduusing fastText, Word2vec,and Glove techniques, providing valuable resources for theUrduNLPcommunity. The …
2024
Urdu NLP
UrduText Analysis (UTA)
Authors:
A. Muhammad E. Fatima
… amongUrdu-speaking people, this project aims to create a comprehensive framework forUrdu… nature of the project and the inherent challenges innaturallanguageprocessingofUrdu. …
2024
Urdu NLP
Fine-tuningUrduNER Models Using Context-Aware Embeddings
Authors:
N. Azhar S. Latif S. Arshad- 2024 14Th International Conference … 2024
… -urdu-small" model serves as a valuable resource for variousUrdulanguage processingtasks, offering robust language representations and facilitating advancements inUrduNLP…
2024
Urdu NLP
Urdulanguage text summarization using machine learning
Authors:
I. Khan M. I. K. Khalil A. Nawaz I. A. Khan L. Zafar…
… These results highlight the effectiveness of our model innaturallanguageprocessingandsummarization tasks, showing its ability to generate accurate and relevant summaries from a …
2024
Urdu NLP
Benchmarking pre-trained large language models' potential acrossurdu nlptasks
Authors:
M. H. Tahir S. Shams L. Fiaz F. Adeeba…
… -trained open and closed LLMs onUrduNLPtasks. This study utilizes 15 publicly availabledatasets ( see Table 1) to evaluate 14UrduNLPtasks as discussed in the following sections. …
2024
Urdu NLP
Transforming language translation: A deep learning approach toUrdu–English translation
Authors:
I. Safder M. Abu Bakar F. Zaman H. Waheed…
… performance innaturallanguageprocessingtasks, … less training time, theNLPcommunityhas shifted towards using … to-sequence transformer model to translateUrdu(a low resourced …