README.md

metadata

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 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: N/A
• Repository: GitHub
• Paper: QED: A Framework and Dataset for Explanations in Question Answering
• 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 for adding this dataset.