Extended Urdu Natural Language Toolkit (Ex unlt)

In this research, we have developed three novel computational linguistics analysis tools for Urdu language spell checker, hybrid POS tagger and text classifier. We have designed and developed these three tools completely. We have shown each and every phase of the development process. These three too

Project Title

Extended Urdu Natural Language Toolkit (Ex unlt)

Project Area of Specialization

Artificial Intelligence

Project Summary

In this research, we have developed three novel computational linguistics analysis tools for Urdu language spell checker, hybrid POS tagger and text classifier. We have designed and developed these three tools completely. We have shown each and every phase of the development process. These three tools were designed using rule-based, dictionary lookup, stochastic methods and hybrid methods. We have also developed benchmark corpus for these tools and described the corpus generation process. As corpus generation was one of the main phase. We have also explained the methodology of these tools individually. The methodology include system diagram, user-interaction diagram, flowchart and the interface for our application. Then we have explained the techniques, approaches or models we are using. Finally, we have concluded our results. For improving our results, we have defined some rules. Our finalized results were very convincing. We have also concluded evaluation measures for our three text processing tools.

Project Objectives

• Explore the problem of identifying spell checking, text classification, and POS tagging.
• Explore state-of-the-art techniques for spell checking, text classification, and POS tagging.
• Develop supporting resources required for these resources.
• Design and develop these tools for Urdu language.
• Evaluate these basis preprocessing tools.

Project Implementation Method

Text processing tools formulated around rule-based, dictionary lookup, and stochastic methods.

Benefits of the Project

These tools provides the facility to Urdu Scholars for Urdu language analysis.

Technical Details of Final Deliverable

We delivers 2 FYP reports and 1 final document.

Final Deliverable of the Project

Software System

Type of Industry

IT

Technologies

Artificial Intelligence(AI)

Sustainable Development Goals

Quality Education

Required Resources

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