Datasets:
Tasks:
Question Answering
Sub-tasks:
extractive-qa
Languages:
English
Multilinguality:
monolingual
Size Categories:
1K<n<10K
Language Creators:
found
Annotations Creators:
expert-generated
Source Datasets:
extended|natural_questions
ArXiv:
License:
File size: 4,785 Bytes
66143d3 11c6e85 66143d3 11c6e85 66143d3 c7430d4 84db6c6 45950a6 088afcb 66143d3 f81bd1a 66143d3 c7430d4 66143d3 c7430d4 66143d3 a6e9c0f 66143d3 a6e9c0f 45950a6 |
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---
annotations_creators:
- expert-generated
language_creators:
- found
language:
- en
license:
- unknown
multilinguality:
- monolingual
size_categories:
- 1K<n<10K
source_datasets:
- extended|natural_questions
task_categories:
- question-answering
task_ids:
- extractive-qa
paperswithcode_id: qed
pretty_name: QED
tags:
- explanations-in-question-answering
dataset_info:
features:
- name: example_id
dtype: int64
- name: title_text
dtype: string
- name: url
dtype: string
- name: question
dtype: string
- name: paragraph_text
dtype: string
- name: sentence_starts
sequence: int32
- name: original_nq_answers
list:
- name: start
dtype: int32
- name: end
dtype: int32
- name: string
dtype: string
- name: annotation
struct:
- name: referential_equalities
list:
- name: question_reference
struct:
- name: start
dtype: int32
- name: end
dtype: int32
- name: string
dtype: string
- name: sentence_reference
struct:
- name: start
dtype: int32
- name: end
dtype: int32
- name: bridge
dtype: string
- name: string
dtype: string
- name: answer
list:
- name: sentence_reference
struct:
- name: start
dtype: int32
- name: end
dtype: int32
- name: bridge
dtype: string
- name: string
dtype: string
- name: paragraph_reference
struct:
- name: start
dtype: int32
- name: end
dtype: int32
- name: string
dtype: string
- name: explanation_type
dtype: string
- name: selected_sentence
struct:
- name: start
dtype: int32
- name: end
dtype: int32
- name: string
dtype: string
config_name: qed
splits:
- name: train
num_bytes: 8602094
num_examples: 7638
- name: validation
num_bytes: 1584139
num_examples: 1355
download_size: 14083968
dataset_size: 10186233
---
# Dataset Card for QED
## Table of Contents
- [Dataset Description](#dataset-description)
- [Dataset Summary](#dataset-summary)
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
- [Languages](#languages)
- [Dataset Structure](#dataset-structure)
- [Data Instances](#data-instances)
- [Data Fields](#data-fields)
- [Data Splits](#data-splits)
- [Dataset Creation](#dataset-creation)
- [Curation Rationale](#curation-rationale)
- [Source Data](#source-data)
- [Annotations](#annotations)
- [Personal and Sensitive Information](#personal-and-sensitive-information)
- [Considerations for Using the Data](#considerations-for-using-the-data)
- [Social Impact of Dataset](#social-impact-of-dataset)
- [Discussion of Biases](#discussion-of-biases)
- [Other Known Limitations](#other-known-limitations)
- [Additional Information](#additional-information)
- [Dataset Curators](#dataset-curators)
- [Licensing Information](#licensing-information)
- [Citation Information](#citation-information)
- [Contributions](#contributions)
## Dataset Description
- **Homepage:** N/A
- **Repository:** [GitHub](https://github.com/google-research-datasets/QED)
- **Paper:** [QED: A Framework and Dataset for Explanations in Question Answering](https://arxiv.org/abs/2009.06354)
- **Leaderboard:** N/A
- **Point of Contact:** -
### Dataset Summary
[More Information Needed]
### Supported Tasks and Leaderboards
[More Information Needed]
### Languages
[More Information Needed]
## Dataset Structure
### Data Instances
[More Information Needed]
### 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 [@patil-suraj](https://github.com/patil-suraj) for adding this dataset. |