Urdu AI Dashboard

Monitoring AI enhancements in Urdu

Research Papers

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

2021 Urdu NLP

Review of text summarization in indian regional languages

Authors:

S. Thapa S. Adhikari S. Mishra- Proceedings Of 3Rd International … 2021

… of sentence weight algorithm was able to summarize theUrdutext to the accuracy of over80% … in theUrdulanguage which is one of the great works done in the field ofNLPin theUrdu…

2021 Urdu NLP

NATURAL LANGUAGE PROCESSINGFOR SENTIMENT ANALYSIS: TECHNIQUES AND APPLICATIONS

Authors:

F. Abbas

Sentiment analysis, a prominent sub-field ofNaturalLanguageProcessing(NLP), has gained… This paper explores variousNLPtechniques employed in sentiment analysis, including …

2021 Urdu NLP

Automatic Fake News Detection inUrduLanguage using Transformers.

Authors:

I. Ameer C. P. Capetillo H. Gómez-Adorno…

… This paper presents the Instituto Politécnico Nacional (Mexico) at FIRE 2021 1 forUrdulanguage fake news detection shared task [1, 2]. This paper aims to detect fake news onUrdu…

2021 Urdu NLP

Ensembling of Various Transformer Based Models for the Fake News Detection Task in theUrduLanguage.

Authors:

S. Kalraa P. Vermaa Y. Sharma G. S. Chauhan- F. I. R. E. (Working Notes) 2021

… Very little work has been done onUrdueven though it is spoken as a first language by …Urduis a low-resource language, and there is a scarcity of publicly available datasets forNLP…

2021 Urdu NLP

Natural language understanding of map navigation queries in RomanUrduby joint entity and intent determination

Authors:

J. Hassan M. A. Tahir A. Ali- PeerJ Computer Science 2021

… Experiments are performed on the RomanUrdunavigation utterances dataset. The resultsshow that for the intent determination task XLNET based word embeddings outperform other …

2021 Urdu NLP

Bootstrapping Dependency Treebank ofUrduNoisy Text

Authors:

A. Baig M. U. Rahman S. Abrejo S. Qureshi…

… a domain ofnaturallanguageprocessingthat is still in its early stages of development forUrdu.As a … a bootstrapping process for developing a dependency treebank forUrduNoisy Text. …

2021 Urdu NLP

AUDD: audioUrdudigits dataset for automatic audioUrdudigit recognition

Authors:

A. Chandio Y. Shen M. Bendechache I. Inayat…

… [10] inUrducan …Urdulanguage. The field of computer science associated with the interactionswith computers and natural languages is known asNaturalLanguageProcessing(NLP). …

2021 Urdu NLP

Automatic sentence simplification in low resource settings forUrdu

Authors:

Y. Anees S. Abdul-Rauf- … 1St Workshop onNLPfor Positive Impact 2021

… We present a lexical and syntactically simplifiedUrdusimplification corpus with a detailedanalysis of the various simplification operations and human evaluation of corpus quality. We …

2021 Urdu NLP

Ensembling Machine Learning Models forUrduFake News Detection.

Authors:

H. Akram K. Shahzad- F. I. R. E. (Working Notes) 2021

… is recognized as a keynaturallanguageprocessingtask. Recognizing …Urduhas receivedlittle attention of researchers. A key reason to that is the scarcity of fake news datasets forUrdu…

2021 Urdu NLP

Towards silver standard dependency treebank ofurdutweets

Authors:

A. Baig M. U. Rahman S. Qureshi S. Tunio…

… Manually annotated corpus is a perquisite for severalnaturallanguageprocessingapplicationsincluding parsing. Nevertheless, annotated corpus is not always available for resource-…

2021 Urdu NLP

Detecting Fake News inURDUusing Classical Supervised Machine Learning Methods and Word/Char N-grams.

Authors:

Y. HaCohen-Kerner N. Manor N. Bashan…

… inUrdu[7-8]. In these tournaments, researchers presented various models that combinednaturallanguageprocessing(NLP) … detection,naturallanguageprocessing(NLP) inUrdu, and …

2021 Urdu NLP

UrduFake News Detection using TF-IDF Features and TextCNN.

Authors:

M. A. Ilyas K. Shahzad- F. I. R. E. (Working Notes) 2021

… forUrdu, called UrduFake’21. In this study, we have used three deep learning techniques forUrdufake … have achieved a very high F1 score for anotherNLPtasks inUrdulanguage [20]. …