Datasets:
Languages:
English
Multilinguality:
monolingual
Size Categories:
100M<n<1G
Language Creators:
found
Source Datasets:
poloclub/diffusiondb
License:
teo-sanchez
commited on
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Parent(s):
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readme.md update
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README.md
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- prompt engineering
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- prompts
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- research paper
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- prompt engineering
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- prompts
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- research paper
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---
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### Description
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Extended dataset infered by the name entity recognition model [en_ner_prompting](https://huggingface.co/teo-sanchez/en_ner_prompting). This model has been trained on hand-annotated prompts from [poloclub/diffusiondb](https://huggingface.co/datasets/poloclub/diffusiondb).
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This dataset is hence infered by this model and can comprise mistakes, especially on certain categories (cf. model card).
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The entities comprise 7 main categories and 11 subcategories for a total of 16 categories, extracted from a topic analysis made with [BERTopic](https://maartengr.github.io/BERTopic/index.html).
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The topic analysis can be explored [the following visualization](https://teo-sanchez.github.io/projects/prompting_map.html).
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```
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├── medium/
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│ ├── photography
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│ ├── painting
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│ ├── rendering
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│ └── illustration
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├── influence/
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│ ├── artist
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│ ├── genre
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│ ├── artwork
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│ └── repository
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├── light
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├── color
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├── composition
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├── detail
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└── context/
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├── era
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├── weather
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└── emotion
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```
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### Label Scheme
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<details>
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<summary>View label scheme (16 labels for 1 components)</summary>
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| Component | Labels |
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| --- | --- |
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| **`ner`** | `color`, `composition`, `context/emotion`, `context/era`, `context/weather`, `detail`, `influence/artist`, `influence/artwork`, `influence/genre`, `influence/repository`, `light`, `medium/illustration`, `medium/painting`, `medium/photography`, `medium/rendering`, `subject` |
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</details>
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