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google-research-datasets/poem_sentiment

Dataset Card for Gutenberg Poem Dataset Dataset Summary Poem Sentiment is a sentiment dataset of poem verses from Project Gutenberg. This dataset can be used for tasks such as sentiment classification or style transfer for poems. Supported Tasks and Leaderboards [More Information Needed] Languages The text in the dataset is in English (en). Dataset Structure Data Instances Example of one instance in the… See the full description on the dataset page: https://huggingface.co/datasets/google-research-datasets/poem_sentiment.

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Dataset Card

Dataset Card for Gutenberg Poem Dataset

Table of Contents

Dataset Description

Dataset Summary

Poem Sentiment is a sentiment dataset of poem verses from Project Gutenberg. This dataset can be used for tasks such as sentiment classification or style transfer for poems.

Supported Tasks and Leaderboards

[More Information Needed]

Languages

The text in the dataset is in English (en).

Dataset Structure

Data Instances

Example of one instance in the dataset.

{'id': 0, 'label': 2, 'verse_text': 'with pale blue berries. in these peaceful shades--'}```

### Data Fields

- `id`: index of the example
- `verse_text`: The text of the poem verse
- `label`: The sentiment label. Here
    - 0 = negative
    - 1 = positive
    - 2 = no impact
    - 3 = mixed (both negative and positive)
> Note: The original dataset uses different label indices  (negative = -1, no impact = 0, positive = 1)

### Data Splits

The dataset is split into a `train`, `validation`, and `test` split with the following sizes:

|                    | train | validation | test |
|--------------------|------:|-----------:|-----:|
| Number of examples |   892 |        105 |  104 |



[More Information Needed]
## Dataset Creation

### Curation Rationale

[More Information Needed]

### Source Data

[More Information Needed]

#### Initial Data Collection and Normalization

[More Information Needed]

#### Who are the source language producers?

[More Information Needed]

### Annotations

[More Information Needed]

#### Annotation process

[More Information Needed]

#### Who are the annotators?

[More Information Needed]

### Personal and Sensitive Information

[More Information Needed]

## Considerations for Using the Data

### Social Impact of Dataset

[More Information Needed]

### Discussion of Biases

[More Information Needed]

### Other Known Limitations

[More Information Needed]

## Additional Information

### Dataset Curators

[More Information Needed]

### Licensing Information

This work is licensed under a Creative Commons Attribution 4.0 International License

### Citation Information

@misc{sheng2020investigating, title={Investigating Societal Biases in a Poetry Composition System}, author={Emily Sheng and David Uthus}, year={2020}, eprint={2011.02686}, archivePrefix={arXiv}, primaryClass={cs.CL} }


### Contributions

Thanks to [@patil-suraj](https://github.com/patil-suraj) for adding this dataset.