| | --- |
| | license: apache-2.0 |
| | language: |
| | - en |
| | tags: |
| | - novel |
| | - training |
| | - story |
| | task_categories: |
| | - text-classification |
| | - text-generation |
| | pretty_name: ScribbleHub17K |
| | size_categories: |
| | - 100K<n<1M |
| | --- |
| | |
| | # Dataset Card for ScribbleHub17K |
| |
|
| | *The BigKnow2022 dataset and its subsets are not yet complete. Not all information here may be accurate or accessible.* |
| |
|
| | ## Dataset Description |
| |
|
| | - **Homepage:** (TODO) |
| | - **Repository:** <https://github.com/RyokoAI/BigKnow2022> |
| | - **Paper:** N/A |
| | - **Leaderboard:** N/A |
| | - **Point of Contact:** Ronsor/undeleted <ronsor@ronsor.com> |
| |
|
| | ### Dataset Summary |
| |
|
| | ScribbleHub17K is a dataset consisting of text from over 373,000 chapters across approximately 17,500 series posted on the |
| | original story sharing site [Scribble Hub](https://scribblehub.com). |
| |
|
| | ### Supported Tasks and Leaderboards |
| |
|
| | This dataset is primarily intended for unsupervised training of text generation models; however, it may be useful for other purposes. |
| |
|
| | * text-classification |
| | * text-generation |
| |
|
| | ### Languages |
| |
|
| | * English |
| |
|
| | ## Dataset Structure |
| |
|
| | ### Data Instances |
| |
|
| | ```json |
| | { |
| | "text": " \n2082 Planet Earth the Fracture War, after a sudden fracture in our dimension unidentified beings with advance technology and u...", |
| | "meta": { |
| | "subset": "scribblehub", |
| | "series": "3811", |
| | "id": "3812", |
| | "q": 0.91, |
| | "title": "The First - Prologue- The Fracture War", |
| | "author": "RobotLove", |
| | "chapters": 1, |
| | "rating": 5, |
| | "rating_ct": 1, |
| | "genre": [ |
| | "Action", |
| | "Martial Arts", |
| | "Romance" |
| | ], |
| | "tags": [ |
| | "Kingdom Building", |
| | "Loyal Subordinates", |
| | "Male Protagonist", |
| | "Organized Crime", |
| | "Scheming" |
| | ] |
| | } |
| | } |
| | { |
| | "text": " For anyone that may see this, thanks for reading. I'm just here to see if a story can spill out of my mind if just start writin...", |
| | "meta": { |
| | "subset": "scribblehub", |
| | "series": "586090", |
| | "id": "586099", |
| | "q": 0.82, |
| | "title": "Just writing to write…i guess? - I’m here now", |
| | "author": "BigOofStudios", |
| | "chapters": 1, |
| | "rating": 4.5, |
| | "rating_ct": 2, |
| | "genre": [ |
| | "Action", |
| | "Comedy" |
| | ], |
| | "tags": [] |
| | } |
| | } |
| | ``` |
| |
|
| | ### Data Fields |
| |
|
| | * `text`: the actual chapter text |
| | * `meta`: metadata for chapter and series |
| | * `subset`: data source tag: `scribblehub` |
| | * `series`: series ID |
| | * `id`: chapter ID |
| | * `lang`: always `en` (English) |
| | * `q`: quality score (q-score) between (0.0) terrible and 1.0 (perfect); anything with a score `> 0.5` is generally good enough |
| | * `title`: chapter and series title in the format `<chapter title> - <series title>` |
| | * `chapters`: total number of chapters in the series |
| | * `rating`: Scribble Hub rating between 0 and 5 stars |
| | * `rating_ct`: number of ratings |
| | * `author`: author name |
| | * `genre`: array of Scribble Hub genres for the series |
| | * `tags`: array of tags for the series |
| | |
| | #### Q-Score Distribution |
| |
|
| | ``` |
| | 0.00: 0 |
| | 0.10: 0 |
| | 0.20: 0 |
| | 0.30: 84 |
| | 0.40: 718 |
| | 0.50: 3775 |
| | 0.60: 22300 |
| | 0.70: 72581 |
| | 0.80: 137982 |
| | 0.90: 135800 |
| | 1.00: 59 |
| | ``` |
| |
|
| | ### Data Splits |
| |
|
| | No splitting of the data was performed. |
| |
|
| | ## Dataset Creation |
| |
|
| | ### Curation Rationale |
| |
|
| | Scribble Hub is a home for original web stories, effectively a smaller, English version of Japan's Syosetuka ni Narou. As a |
| | result, it is a good source for reasonably well written creative content. |
| |
|
| | ### Source Data |
| |
|
| | #### Initial Data Collection and Normalization |
| |
|
| | TODO |
| |
|
| | #### Who are the source language producers? |
| |
|
| | The authors of each novel. |
| |
|
| | ### Annotations |
| |
|
| | #### Annotation process |
| |
|
| | Title, ratings, and other metadata were parsed out using scripts that will be provided in the BigKnow2022 GitHub repository. |
| |
|
| | #### Who are the annotators? |
| |
|
| | No human annotators. |
| |
|
| | ### Personal and Sensitive Information |
| |
|
| | The dataset contains only works of fiction, and we do not believe it contains any PII. |
| |
|
| | ## Considerations for Using the Data |
| |
|
| | ### Social Impact of Dataset |
| |
|
| | This dataset is intended to be useful for anyone who wishes to train a model to generate "more entertaining" content. |
| | It may also be useful for other languages depending on your language model. |
| |
|
| | ### Discussion of Biases |
| |
|
| | This dataset is composed of fictional works by various authors. Because of this fact, the contents of this dataset will reflect |
| | the biases of those authors. **Additionally, this dataset contains NSFW material and was not filtered. Beware of stereotypes.** |
| |
|
| | ### Other Known Limitations |
| |
|
| | N/A |
| |
|
| | ## Additional Information |
| |
|
| | ### Dataset Curators |
| |
|
| | Ronsor Labs |
| |
|
| | ### Licensing Information |
| |
|
| | Apache 2.0, for all parts of which Ronsor Labs or the Ryoko AI Production Committee may be considered authors. All other material is |
| | distributed under fair use principles. |
| |
|
| | ### Citation Information |
| |
|
| | ``` |
| | @misc{ryokoai2023-bigknow2022, |
| | title = {BigKnow2022: Bringing Language Models Up to Speed}, |
| | author = {Ronsor}, |
| | year = {2023}, |
| | howpublished = {\url{https://github.com/RyokoAI/BigKnow2022}}, |
| | } |
| | ``` |
| |
|
| | ### Contributions |
| |
|
| | Thanks to @ronsor (GH) for gathering this dataset. |
