Urdu AI Dashboard

Monitoring AI enhancements in Urdu

Research Papers

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

2023 Urdu NLP

Abstractive text summarization of low-resourced languages using deep learning

Authors:

N. Shafiq I. Hamid M. Asif Q. Nawaz H. Aljuaid…

… This article proposed a deep learning model for theUrdulanguage by using theUrdu1 …It is the largest dataset available for performingNLPexperiments in theUrdulanguage. The …

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2023 Urdu NLP

Towards Robust Arabic andUrduOCR Systems: A Systematic Review of Deep Learning Techniques

Authors:

M. G. Mahdi A. Sleem I. M. Elhenawy…

… Additionally, research on regional languages such as Arabic andUrduremains relatively …recognition of Arabic-adapted scripts, specifically focusing on Arabic andUrdulanguages. …

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2023 Urdu NLP

RomanUrdusentiment analysis of songs 'reviews

Authors:

M. A. Qureshi M. Asif M. F. Khan A. Kamal…

… the RomanUrdulanguage. This research targets to perform Sentiment Analysis onUrdu(ie …After pre-processing the reviews, RomanUrdureviews are analysed using Naïve Bayes, …

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2023 Urdu NLP

A survey on text summarization inUrdulanguage using machine learning techniques

Authors:

P. Himaja G. Anvitha S. F. Ahsan…

… An extractive implementation is a type ofnaturallanguageprocessing(NLP) system thatextract specific information from a text document. It does this by identifying specific keywords or …

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2023 Urdu NLP

Multi-Lingual Sentiment Analysis ofUrduand English Tweets Using RNN with Bidirectional LSTM

Authors:

Y. Deole T. Jagadish M. Shabrez

… models, such as mBERT or XLM-R, to optimize alignment and classification tasks, resultingin an innovative solution for handling transliterated text innaturallanguageprocessing(NLP) …

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2023 Urdu NLP

Author Profiling from Short RomanizedUrduMessages: A Preliminary Investigation using Transfer Learning Models

Authors:

A. Ali M. S. Khan M. A. Khan

… context of RomanUrdu, shedding light on the potential and challenges in leveraging …naturallanguageprocessingtechniques for effective author profiling.Naturallanguageprocessing…

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2023 Urdu NLP

Functional Morphology: Patterns Rules Sets for Morphological Parsing ofUrduRegular Verbs

Authors:

A. Amin H. Javed S. Haroon- Pakistan Languages Humanities … 2023

… forNaturallanguageprocessing(NLP). The results are significant to designUrdudatabaseof regular verbs corpus forUrduNLP. … can be used to developUrdudata base dealing with …

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2023 Urdu NLP

Cognitive relationship-based approach forurdusarcasm and sentiment classification

Authors:

M. Y. Khan T. Ahmed M. S. Siddiqui S. Wasi- I. E. E. E. Access 2023

… DNNs have demonstrated remarkable success in variousnaturallanguageprocessingtasks, and we believe they have the potential to enhance the performance of sentiment and …

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2023 Urdu NLP

Using data augmentation and bidirectional encoder representations from transformers for improving Punjabi named entity recognition

Authors:

H. Khalid G. Murtaza Q. Abbas- A. C. M. Transactions On Asian Low … 2023

… Firstly, it is already trained onUrdulanguage data. TheUrdulanguage uses the same writing… Secondly, researchers have used it inUrduNLPtasks [26], proving it a good choice for low-…

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2023 Urdu NLP

Discovering coherent topics fromUrdutext: A comparative study of statistical models, clustering techniques and word embedding

Authors:

M. Mustafa F. Zeng U. Manzoor…

…Urdufalls behind in terms of sophisticatedNLPtools and resources for TM. The rich morphologyof theUrdu… models, and clustering techniques forUrdudocuments. The aim of this work …

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2023 Urdu NLP

Generation ofurdughazals using deep learning

Authors:

S. Fahim I. Siddiqui S. Pervez S. Kumar…

… ofUrdupoetry, specificallyUrdu… ofnaturallanguageprocessingand computational creativity.In this research, we apply advancedNLPtechniques and deep learning to generateUrdu…

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2023 Urdu NLP

Comparing prompt-based and standard fine-tuning forUrdutext classification

Authors:

F. Ullah U. Azam A. Faheem F. Kamiran…

… Our work contributes to advancingNLPknowledge and benefits various stakeholders.Overall, this study aligns with established ethical standards and promotes the responsible …

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