| # Dataset Card for Custom Text Dataset | |
| ## Dataset Name | |
| cnn_dailymail Text Dataset | |
| ## Overview | |
| This dataset is cnn_dailymail dataset. | |
| ## Composition | |
| - **Fields** : `article`, `highlights`, `id` | |
| ## Collection Process | |
| I don't know well. ^-^ | |
| Manual extraction from public domain sources | |
| ## Preprocessing | |
| Tokenized text into sentences | |
| ## How to Use | |
| ```python | |
| from datasets import load_dataset | |
| dataset = load_dataset("cnn_dailymail") | |
| for example in dataset["train"]: | |
| print(example["text"], example["article"]) | |
| ``` | |
| ## Evaluation | |
| This dataset is designed for evaluating Text Summarization | |
| ## Limitations | |
| The dataset may contain outdated or biased information. | |
| Users should be aware of these limitations when using the data. | |
| ## Ethical Considerations | |
| - **Privacy**: Ensure that the data does not contain personal information. | |
| - **Bias**: Be aware of potential biases in the data. | |