Datasets:

google-research-datasets
/

qed

	---
	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.