Dataset Card for Custom Text Dataset
Dataset Name
Custom Text Dataset
Overview
This dataset contains text data for training summarization models. The data is collected from CNN/daily mail.
Composition
- Number of records: 100
- Fields:
text,label
Collection Process
CNN/daily mail
Preprocessing
nothing
How to Use
from datasets import load_dataset
dataset = load_dataset("path_to_dataset")
for example in dataset["train"]:
print(example["text"], example["label"])
Evaluation
This dataset is designed for evaluating summarization models. The common evaluation metric is BLEU.
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The dataset may contain outdated or biased information.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.