2022
Lexical Normalization of RomanUrdu
… for writing RomanUrduwhich makes it very difficult to performNaturalLanguageProcessing.To … Therefore, this work provides a RomanUrdudictionary that works as the foundation for …
Research Papers
Google Scholar papers focused on Urdu AI, LLMs, and datasets
2022
Word-level language identification and localization in code-mixedUrdu-English text
… This paper will be helpful for further research on RomanUrdurelated differentNLPtasks.Results obtained from this work can be improved in the future by applying different advanced …
2022
Romanurdusentiment analysis using pre-trained distilbert and xlnet
… This paper is a sentiment analysis in RomanUrdu. Sentiment … (ML) andNaturalLanguageProcessing(NLP) techniques are used … -poor languages such asUrdu/RomanUrdu. Roman …
2022
Emotions & threat detection inUrduusing transformer-based models
… tasks for emotion classification and threat detection inUrdu.Urduis spoken widely over SouthAsia; it …Urduis written in Perso-Arabic script. The objective of the shared task is to devise …
2022
Towards Perso-ArabicUrdulanguage hate detection using machine learning: a comparative study based on a large dataset and time-complexity
… In the fields ofNaturalLanguageProcessingand text classification, hate detection is one of… asUrdusentiment dataset 1,Urdutweets dataset2, and IMDB dataset translated toUrdu3 …
2022
Develop corpora and methods for cross-lingual text reuse detection for EnglishUrdulanguage pair at lexical, syntactical, and phrasal levels
… All other annotators were under-graduate (7th semester)NaturalLanguageProcessingstudents, nativeUrduspeakers, with a high level of proficiency in the English. Furthermore, they …
2022
Text Predictor for RTL Languages (Urdu, Arabic, Persian, and similar) of Middle East.
…NaturalLanguageProcessing(NLP) software that can takeUrduLanguage as input andpredict upcomingUrdu… done to develop software that takesUrdutext as an input and gives us …
2022
Exploring Language Independent Linguistic Features and Transformers in a Multi-label Emotion Detection Challenge inUrduusing Nastalīq Script.
…NLPfield that has been explored inUrdu. Recent works such as the one described at [9]performed a multi-classification task from anUrdu… traditional models forUrdu, reaching an F1 …
2022
Bidirectional encoder approach for abstractive text summarization ofUrdulanguage
… When humans began to indoctrinate the machine to decipher natural language more orless,NLPseized attention.NLPis a means to enable computers to measure, understand, and …
2022
Transformer basedurduhandwritten text optical character reader
… inUrduscript, extracting printedUrdutext with a standardised style is a challenge for OCRsystems, let alone extractingUrdu… Transformer architecture has been popular in theNLPdo…
2022
Verify: Breakthrough accuracy in theurdufake news detection using text classification
…NaturalLanguageProcessingTasks [3]. This research aims at implementingNaturalLanguageprocessingalgorithms onUrdu… authenticity of information for theUrdu-speaking public. …
2022
Fake news detection inUrduusing deep learning
… essential approach innaturallanguageprocessing. It involves … learning methods fornaturallanguageprocessing(NLP) by … on transfer learning fornaturallanguageprocessing. T5 is a …