Dataset Card for andrewmonostate/test-with-negations

Dataset Description

This dataset was generated using Vibe Data Director, a tool for creating and curating text classification datasets.

Dataset Summary

• Session ID: session_0e2dd944
• Generated: 2025-08-22T23:15:47.734565
• Total Samples: 4
• Classes: complaint
• Styles: casual

Dataset Structure

Data Fields

• text (string): The text content of the sample
• class (string): The classification label
• style (string): The style variant applied
• negation (boolean): Whether negation is applied
• source (string): Source of the sample (seed/hf/synthetic)
• spec_id (string): Unique specification identifier

Data Splits

This dataset contains a single split with all samples.

Dataset Creation

Curation Rationale

This dataset was created to provide targeted training data for text classification tasks.

Source Data

The data includes:

• Seed samples uploaded by users
• Potentially augmented samples from HuggingFace
• Synthetic samples (if applicable)

Considerations for Using the Data

Social Impact of Dataset

This is a small, curated dataset intended for research and development purposes.

Discussion of Biases

As with any curated dataset, there may be inherent biases in the selection and labeling of samples.

Other Known Limitations

• Limited to 4 samples
• May not represent full diversity of real-world data

Additional Information

Dataset Curators

Created using Vibe Data Director

Licensing Information

MIT License

Citation Information

@misc{vibe_data_director_session_0e2dd944,
  title={Dataset created with Vibe Data Director},
  author={Vibe Data Director},
  year={2024},
  url={https://huggingface.co/datasets/andrewmonostate/test-with-negations}
}

Contributions

Generated automatically by Vibe Data Director (Session: session_0e2dd944)