Urdu AI Dashboard

Monitoring AI enhancements in Urdu

Research Papers

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

2023 AI in Urdu

Developing a large benchmark corpus forUrdusemantic word similarity

Authors:

I. Muneer G. Fatima M. S. Khan…

… on theUrduLughat website, we used theUrduOxford … thatUrduLughat provides meaningsof words in theUrdulanguage whileUrduOxford dictionary provides the meaning of anUrdu…

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2023 AI in Urdu

Computationally efficient recognition of unconstrained handwrittenUrduscript using BERT with vision transformers

Authors:

A. F. Ganai F. Khursheed- Neural Computing Applications 2023

… corpus, we have pre-trained several benchmark handwrittenUrdudatasets such as UNHDand NUST-UHWR and tested unconstrained handwrittenUrdutext. In comparison with the …

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2023 AI in Urdu

Emotion detection in code-mixed romanurdu-english text

Authors:

A. Ilyas K. Shahzad M. Kamran Malik- A. C. M. Transactions On Asian … 2023

… ,Urduwas written in Perso-Arabic script. However, RomanUrdu(RU) is the prevalent formof writingUrdufor … Similar to the speakers of Western and Asian languages,Urduspeakers …

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2023 AI in Urdu

Innovations inurdusentiment analysis using machine and deep learning techniques for two-class classification of symmetric datasets

Authors:

K. B. Muhammad S. M. A. Burney- Symmetry 2023

…Urdutext data processing, the classification of data, and the application of machine learningas well as deep learning algorithms onUrdutext to performUrdu… processUrdulanguage …

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2023 AI in Urdu

Context-awareUrduinformation retrieval system

Authors:

U. Shoaib L. Fiaz C. Chakraborty H. T. Rauf- Transactions On Asian … 2023

… However, when we talk aboutUrdulanguage it is in the initial stages [7].Urduis South Asianlanguage, which is the third most famous language in the world and national language of …

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2023 AI in Urdu

Recognition of printedUrduscript in Nastaleeq font by using CNN-BiGRU-GRU based encoder-decoder framework

Authors:

S. Zia M. Azhar B. Lee A. Tahir J. Ferzund…

…Urdurecognition have shown that the current models only work for very basic sentences ofUrdu… To identify printedUrdutext in images, we have proposed an encoder-decoder based …

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2023 AI in Urdu

Detection of cyberbullying patterns in low resource colloquial romanurdumicrotext using natural language processing, machine learning, and ensemble …

Authors:

A. Dewani M. A. Memon S. Bhatti A. Sulaiman M. Hamdi…

… The field ofAIhas gained enormous research attention worldwide. We understandAIas “…AI-based automated cyberbullying detection is gaining enormous attention of researchers, a …

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2023 AI in Urdu

A unified architecture forUrduprinted and handwritten text recognition

Authors:

A. Maqsood N. Riaz A. Ul-Hasan F. Shafait- International Conference On … 2023

… We use a pre-trained vanilla transformer decoder on theUrdulanguage modeling taskover the ‘UrduNews Corpus 1M Dataset’ [17] with sinusoidal position encodings [21]. The …

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2023 AI in Urdu

SentiUrdu-1M: A large-scale tweet dataset forUrdutext sentiment analysis using weakly supervised learning

Authors:

A. Ghafoor A. S. Imran S. M. Daudpota Z. Kastrati…

… people worldwide,Urduis one such …UrduTweet Dataset for sentiment analysis and emotionrecognition. The dataset consists of a staggering number of 1, 140, 821 tweets in theUrdu…

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2023 AI in Urdu

Developing anUrdulemmatizer using a dictionary-based lookup approach

Authors:

S. Shaukat M. Asad A. Akram- Applied Sciences 2023

… in theUrdulanguage, this study presents anUrdulemmatization system, based on a manuallydeveloped dictionary-based approach. In this approach, every word ofUrducontains its …

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2023 AI in Urdu

Recognition of offline handwrittenUrducharacters using RNN and LSTM models

Authors:

M. M. Misgar F. Mushtaq S. S. Khurana…

… forUrduandUrdulike scriptures (Eg Farsi, Arabic, andUrdu) … handwritten dataset of 110,785Urducharacters and laid out … Each sheet contains 132 shapes forUrducharacters and 10 …

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2023 AI in Urdu

A machine learning approach forUrdutext sentiment analysis

Authors:

M. Akhtar R. S. Shoukat…

… Morphologically,Urduis one of the most complex … theUrdulanguage processing a difficultchallenge to solve. This research provides a new framework for the categorization ofUrdu…

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