fbougares/simple_questions_v2
SimpleQuestions is a dataset for simple QA, which consists of a total of 108,442 questions written in natural language by human English-speaking annotators each paired with a corresponding fact, formatted as (subject, relationship, object), that provides the answer but also a complete explanation. Fast have been extracted from the Knowledge Base Freebase (freebase.com). We randomly shuffle these questions and use 70% of them (75910) as training set, 10% as validation set (10845), and the remaining 20% as test set.
Dataset Card for SimpleQuestions
Table of Contents
- Dataset Description
- Dataset Summary
- Supported Tasks and Leaderboards
- Languages
- Dataset Structure
- Data Instances
- Data Fields
- Data Splits
- Dataset Creation
- Curation Rationale
- Source Data
- Annotations
- Personal and Sensitive Information
- Considerations for Using the Data
- Social Impact of Dataset
- Discussion of Biases
- Other Known Limitations
- Additional Information
- Dataset Curators
- Licensing Information
- Citation Information
- Contributions
Dataset Description
- Homepage: https://research.fb.com/downloads/babi/
- Repository: https://github.com/fbougares/TSAC
- Paper: https://research.fb.com/publications/large-scale-simple-question-answering-with-memory-networks/
- Leaderboard: [If the dataset supports an active leaderboard, add link here]()
- Point of Contact: Antoine Borde Nicolas Usunie Sumit Chopra, Jason Weston
Dataset Summary
[More Information Needed]
Supported Tasks and Leaderboards
[More Information Needed]
Languages
[More Information Needed]
Dataset Structure
Data Instances
Here are some examples of questions and facts:
- What American cartoonist is the creator of Andy Lippincott? Fact: (andylippincott, charactercreatedby, garrytrudeau)
- Which forest is Fires Creek in? Fact: (firescreek, containedby, nantahalanational_forest)
- What does Jimmy Neutron do? Fact: (jimmyneutron, fictionalcharacter_occupation, inventor)
- What dietary restriction is incompatible with kimchi? Fact: (kimchi, incompatiblewithdietary_restrictions, veganism)
Data Fields
[More Information Needed]
Data Splits
[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
[More Information Needed]
Citation Information
[More Information Needed]
Contributions
Thanks to @abhishekkrthakur for adding this dataset.