Urdu AI Dashboard

Monitoring AI enhancements in Urdu

Research Papers

Google Scholar papers focused on Urdu AI, LLMs, and datasets

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 …