Answer-Aware Bengali Multiple-Choice Question Generation Dataset

Description

This dataset is developed and collected for research on Bengali Multiple-Choice Question (MCQ) generation. It contains Bengali passages, questions, four answer options, and corresponding correct answers. The dataset is intended to support research on Bengali Natural Language Processing (NLP), educational question generation, and evaluation of passage-based MCQ generation systems. The dataset includes structured question-answer information organized in CSV format.

Steps to reproduce

### Steps to Reproduce 1. Collect Bengali text passages from the Class 8 textbooks published by the National Curriculum and Textbook Board (NCTB), Bangladesh. 2. Select relevant passages containing meaningful information about people, places, events, dates, organizations, and other factual topics. 3. Use the collected passages to prepare passage-based multiple-choice questions (MCQs). 4. Create four answer options (A, B, C, and D) for each question and identify the correct answer. 5. Organize the collected passages and MCQs into a structured CSV file with the following columns: Passage, Question, A, B, C, D, and Correct. 6. Clean the dataset by removing duplicate records and incomplete entries. 7. Check the consistency between each passage, its corresponding question, answer options, and correct answer. 8. Save the final dataset in CSV format for research and academic use.

Institutions

• Comilla University

  Chittagong, Comilla

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