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Automated question generation and grading using natural language processing

 Department: Computer Science  
 By: usericon mjsquare  

 Project ID: 8447
   Rating:  (5.0) votes: 1
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   Price:₦3000
Abstract
This project explores the application of Natural Language Processing (NLP) techniques to automate the generation of exam questions from text corpora and the automated grading of essay-type answers. The aim is to develop algorithms that can create diverse and relevant questions, as well as provide constructive feedback on student responses. The project encompasses the design, implementation, and evaluation of NLP models for question generation and automated grading. The goal is to enhance educational assessment by improving efficiency, objectivity, and scalability. We delve into various NLP techniques, including text summarization, semantic analysis, and machine learning, to achieve these objectives. The results demonstrate the potential of automated systems in revolutionizing educational practices and improving learning outcomes. ...
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