|
--- |
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annotations_creators: |
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- machine-generated |
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language_creators: |
|
- found |
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language: |
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- en |
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license: |
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- cc-by-3.0 |
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multilinguality: |
|
- monolingual |
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size_categories: |
|
- 100K<n<1M |
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source_datasets: |
|
- original |
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task_categories: |
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- question-answering |
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task_ids: |
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- open-domain-qa |
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paperswithcode_id: simplequestions |
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pretty_name: SimpleQuestions |
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dataset_info: |
|
- config_name: annotated |
|
features: |
|
- name: id |
|
dtype: string |
|
- name: subject_entity |
|
dtype: string |
|
- name: relationship |
|
dtype: string |
|
- name: object_entity |
|
dtype: string |
|
- name: question |
|
dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 12376039 |
|
num_examples: 75910 |
|
- name: validation |
|
num_bytes: 12376039 |
|
num_examples: 75910 |
|
- name: test |
|
num_bytes: 12376039 |
|
num_examples: 75910 |
|
download_size: 423435590 |
|
dataset_size: 37128117 |
|
- config_name: freebase2m |
|
features: |
|
- name: id |
|
dtype: string |
|
- name: subject_entity |
|
dtype: string |
|
- name: relationship |
|
dtype: string |
|
- name: object_entities |
|
sequence: string |
|
splits: |
|
- name: train |
|
num_bytes: 1964037256 |
|
num_examples: 10843106 |
|
download_size: 423435590 |
|
dataset_size: 1964037256 |
|
- config_name: freebase5m |
|
features: |
|
- name: id |
|
dtype: string |
|
- name: subject_entity |
|
dtype: string |
|
- name: relationship |
|
dtype: string |
|
- name: object_entities |
|
sequence: string |
|
splits: |
|
- name: train |
|
num_bytes: 2481753516 |
|
num_examples: 12010500 |
|
download_size: 423435590 |
|
dataset_size: 2481753516 |
|
--- |
|
|
|
# Dataset Card for SimpleQuestions |
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|
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## Table of Contents |
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- [Dataset Description](#dataset-description) |
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- [Dataset Summary](#dataset-summary) |
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- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards) |
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- [Languages](#languages) |
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- [Dataset Structure](#dataset-structure) |
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- [Data Instances](#data-instances) |
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- [Data Fields](#data-fields) |
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- [Data Splits](#data-splits) |
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- [Dataset Creation](#dataset-creation) |
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- [Curation Rationale](#curation-rationale) |
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- [Source Data](#source-data) |
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- [Annotations](#annotations) |
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- [Personal and Sensitive Information](#personal-and-sensitive-information) |
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- [Considerations for Using the Data](#considerations-for-using-the-data) |
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- [Social Impact of Dataset](#social-impact-of-dataset) |
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- [Discussion of Biases](#discussion-of-biases) |
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- [Other Known Limitations](#other-known-limitations) |
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- [Additional Information](#additional-information) |
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- [Dataset Curators](#dataset-curators) |
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- [Licensing Information](#licensing-information) |
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- [Citation Information](#citation-information) |
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- [Contributions](#contributions) |
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|
|
## Dataset Description |
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|
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- **Homepage:** https://research.fb.com/downloads/babi/ |
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- **Repository:** https://github.com/fbougares/TSAC |
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- **Paper:** https://research.fb.com/publications/large-scale-simple-question-answering-with-memory-networks/ |
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- **Leaderboard:** [If the dataset supports an active leaderboard, add link here]() |
|
- **Point of Contact:** [Antoine Borde](abordes@fb.com) [Nicolas Usunie](usunier@fb.com) [Sumit Chopra](spchopra@fb.com), [Jason Weston](jase@fb.com) |
|
|
|
### Dataset Summary |
|
|
|
[More Information Needed] |
|
|
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### Supported Tasks and Leaderboards |
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|
|
[More Information Needed] |
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|
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### Languages |
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|
|
[More Information Needed] |
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|
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## Dataset Structure |
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|
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### Data Instances |
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Here are some examples of questions and facts: |
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|
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* What American cartoonist is the creator of Andy Lippincott? |
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Fact: (andy_lippincott, character_created_by, garry_trudeau) |
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* Which forest is Fires Creek in? |
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Fact: (fires_creek, containedby, nantahala_national_forest) |
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* What does Jimmy Neutron do? |
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Fact: (jimmy_neutron, fictional_character_occupation, inventor) |
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* What dietary restriction is incompatible with kimchi? |
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Fact: (kimchi, incompatible_with_dietary_restrictions, veganism) |
|
|
|
### Data Fields |
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|
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[More Information Needed] |
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|
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### Data Splits |
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|
|
[More Information Needed] |
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## Dataset Creation |
|
|
|
### Curation Rationale |
|
|
|
[More Information Needed] |
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|
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### Source Data |
|
|
|
[More Information Needed] |
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|
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#### Initial Data Collection and Normalization |
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|
|
[More Information Needed] |
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|
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#### Who are the source language producers? |
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|
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[More Information Needed] |
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### Annotations |
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|
|
[More Information Needed] |
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|
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#### Annotation process |
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|
|
[More Information Needed] |
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|
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#### 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 |
|
|
|
[More Information Needed] |
|
|
|
### Citation Information |
|
|
|
[More Information Needed] |
|
### Contributions |
|
|
|
Thanks to [@abhishekkrthakur](https://github.com/abhishekkrthakur) for adding this dataset. |
