| # WikiQuest-NLP Dataset | |
| **WikiQuest-NLP** is a comprehensive dataset designed for training and evaluating NLP models.It is generated using the Google NQ dataset. It contains two main components: | |
| 1. **Filtered Wikipedia Data**: A cleaned and filtered version of Wikipedia content, extracted and processed for NLP training. | |
| 2. **Question-Answer Pairs**: A CSV file with contextually relevant questions and their corresponding answers, derived from the filtered Wikipedia text. | |
| ## Features | |
| ### Filtered Wikipedia Data (TXT) | |
| - **Content**: This file contains text from Wikipedia, preprocessed to remove irrelevant content and formatted with newline characters to preserve paragraph structure. | |
| - **Format**: Plain text file with newline-separated paragraphs for easy use in language modeling. | |
| ### Question-Answer Pairs (CSV) | |
| - **Columns**: | |
| - `context`: The filtered Wikipedia text providing context for the question. | |
| - `question`: The question pertaining to the context. | |
| - `answer`: The answer to the question, extracted from the context. | |
| - **Format**: Comma-separated values (CSV) file, suitable for direct use in question-answering model training. | |
| ## Usage | |
| - **Language Modeling**: Use the filtered Wikipedia data to train language models from scratch or as a base for further fine-tuning. | |
| - **Question Answering**: Utilize the question-answer pairs for training models on question-answering tasks, enabling evaluation and improvement of QA systems. | |
| ## How to Access | |
| The dataset is hosted on Hugging Face, accessible for direct download and integration into your projects. | |
| - [Download WikiQuest-NLP Dataset](link-to-your-dataset-on-hugging-face) | |
| ## License | |
| This dataset is created and provided for research and educational purposes. Ensure compliance with usage policies and licensing terms when incorporating the dataset into your work. | |
| ## Contact | |
| For any questions or issues regarding the dataset, please contact: | |
| - **Your Name**: Piyush Bhatt | |
| - **Your GitHub**: https://github.com/Piyush2102020 | |
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| We hope WikiQuest-NLP serves as a valuable resource for your NLP research and model development. Happy modeling! | |