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README.md
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download_size: 81569780
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dataset_size: 133303906
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---
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# Dataset Card for "
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download_size: 81569780
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dataset_size: 133303906
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---
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# Dataset Card for "QGG-RACE Dataset"
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Table of Contents
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- Dataset Description
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- Dataset Summary
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- Supported Tasks and Leaderboards
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- Languages
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- Dataset Structure
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- Data Instances
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- Data Fields
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- Data Splits
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- Dataset Creation
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- Curation Rationale
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- Source Data
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- Annotations
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- Personal and Sensitive Information
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- Considerations for Using the Data
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- Social Impact of Dataset
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- Discussion of Biases
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- Other Known Limitations
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- Additional Information
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- Dataset Curators
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- Licensing Information
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- Citation Information
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- Contributions
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## Dataset Description
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- GitHub Repository: N/A
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- Paper: N/A
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- Leaderboard: N/A
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- Point of Contact: N/A
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## Dataset Summary
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QGG-RACE Dataset is a subset of RACE, containing three types of questions: Factoid, Cloze, and Summarization.
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Dataset Download: [GitHub Release](https://github.com/p208p2002/QGG-RACE-dataset/releases/download/v1.0/qgg-dataset.zip)
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Data Statistics:
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Types | Examples | Train | Dev | Test
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------------- | ------------------------------------------ | ----- | ---- | ----
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Cloze | Yingying is Wangwang's _ . | 43167 | 2405 | 2462
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Factiod | What can Mimi do? | 18405 | 1030 | 944
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Summarization | According to this passage we know that _ . | 3004 | 175 | 184
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## Supported Tasks and Leaderboards
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- Question Generation
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- Reading Comprehension
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- Text Summarization
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## Languages
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The dataset is in English.
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## Dataset Structure
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### Data Instances
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An example data instance from the dataset is shown below:
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```json
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{
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"answers": [
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"D",
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"A",
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"B",
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"C"
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],
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"options": [
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[
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"States",
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"Doubts",
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"Confirms",
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"Removes"
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],
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[
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"shows the kind of male birds females seek out.",
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"indicates the wandering albatross is the most faithful.",
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"is based on Professor Stutchbury's 20 years' research.",
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"suggests that female birds select males near their home."
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],
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[
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"young birds' quality depends on their feather.",
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"some male birds care for others' young as their own.",
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"female birds go to find males as soon as autumn comes.",
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"female birds are responsible for feeding the hungry babies."
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],
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[
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"A book about love-birds.",
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"Birds' living habits and love life",
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"The fact that birds don't love their mates forever.",
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"The factors that influence birds to look for another mate."
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]
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],
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"questions": [
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"What does the underline word \"dispels\" mean?",
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"The book The Private Lives of Birds _ .",
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"According to the passage, we can infer that _ .",
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"What is the passage mainly about?"
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],
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"article": "Birds are not as loyal to their partners as you might think ...",
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"id": "high11327.txt",
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"factoid_questions": [
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"What does the underline word \"dispels\" mean?"
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],
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"cloze_questions": [
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"The book The Private Lives of Birds _ ."
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],
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"summarization_questions": [
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"According to the passage, we can infer that _ ."
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]
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}
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```
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## Data Fields
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- id: Unique identifier for the example.
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- article: The main text passage.
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- questions: List of questions related to the passage.
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- options: List of answer options for each question.
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- answers: Indexes of the correct answers for each question.
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- factoid_questions: List of factoid questions.
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- cloze_questions: List of cloze questions.
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- summarization_questions: List of summarization questions.
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### Data Splits
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- Train: Contains 65,576 examples.
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- Dev: Contains 3,610 examples.
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- Test: Contains 3,590 examples.
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## Dataset Creation
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### Curation Rationale
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QGG-RACE dataset is created as a subset of RACE, focusing on three types of questions: Factoid, Cloze, and Summarization. This dataset is intended to facilitate research in question generation and reading comprehension.
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### Source Data
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#### Initial Data Collection and Normalization
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QGG-RACE dataset is derived from RACE dataset.
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#### Who are the source language producers?
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The source language producers are the authors of the RACE dataset.
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### Annotations
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#### Annotation process
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The dataset is annotated with questions and their corresponding answer options.
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#### Who are the annotators?
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The annotators are the authors of the RACE dataset.
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### Personal and Sensitive Information
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The dataset does not contain any personal or sensitive information.
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## Considerations for Using the Data
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### Social Impact of Dataset
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The QGG-RACE dataset can be used for research in question generation and reading comprehension, leading to improvements in these fields.
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### Discussion of Biases
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The dataset may inherit some biases from the RACE dataset as it is a subset of it.
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### Other Known Limitations
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No other known limitations.
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## Additional Information
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### Dataset Curators
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The QGG-RACE dataset is curated by the authors of the QGG-RACE dataset GitHub repository.
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### Licensing Information
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The dataset is released under the [CC BY 4.0 License](https://creativecommons.org/licenses/by/4.0/).
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### Citation Information
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No citation information is available for the QGG-RACE dataset.
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### Contributions
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Thanks to @p208p2002 for creating the QGG-RACE dataset.
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