metadata

license: apache-2.0
tags:
  - natural-language-understanding
language_creators:
  - expert-generated
  - machine-generated
multilinguality:
  - multilingual
pretty_name: Fact Completion Benchmark for Text Models
size_categories:
  - 100K<n<1M
task_categories:
  - text-generation
  - fill-mask
  - text2text-generation
task_ids:
  - fact-checking
dataset_info:
  features:
    - name: dataset_id
      dtype: string
    - name: stem
      dtype: string
    - name: 'true'
      dtype: string
    - name: 'false'
      dtype: string
    - name: relation
      dtype: string
    - name: subject
      dtype: string
    - name: object
      dtype: string
  splits:
    - name: Chinese
      num_bytes: 2424
      num_examples: 19
    - name: English
      num_bytes: 3474255
      num_examples: 26254
    - name: French
      num_bytes: 2465
      num_examples: 17
    - name: German
      num_bytes: 1813
      num_examples: 14
    - name: Japanese
      num_bytes: 2972
      num_examples: 18
    - name: Spanish
      num_bytes: 2609
      num_examples: 20
    - name: Ukrainian
      num_bytes: 9973
      num_examples: 58
  download_size: 1906451
  dataset_size: 3496511

Dataset Card for Fact_Completion

Dataset Description

Homepage: https://bit.ly/ischool-berkeley-capstone
Repository: https://github.com/daniel-furman/Capstone
Paper:
Leaderboard:
Point of Contact: [email protected]

Dataset Summary

This dataset card aims to be a base template for new datasets. It has been generated using this raw template.

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

Initial Data Collection and Normalization

[More Information Needed]

Who are the source language producers?

[More Information Needed]

Annotations

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

@misc{calibragpt,
  author = {Shreshta Bhat and Daniel Furman and Tim Schott},
  title = {CalibraGPT: The Search for (Mis)Information in Large Language Models},
  year = {2023},
  publisher = {GitHub},
  journal = {GitHub repository},
  howpublished = {\url{https://github.com/daniel-furman/Capstone}},
}

@misc{dong2022calibrating,
      doi = {10.48550/arXiv.2210.03329},
      title={Calibrating Factual Knowledge in Pretrained Language Models}, 
      author={Qingxiu Dong and Damai Dai and Yifan Song and Jingjing Xu and Zhifang Sui and Lei Li},
      year={2022},
      eprint={2210.03329},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}

@misc{meng2022massediting,
      doi = {10.48550/arXiv.2210.07229},
      title={Mass-Editing Memory in a Transformer}, 
      author={Kevin Meng and Arnab Sen Sharma and Alex Andonian and Yonatan Belinkov and David Bau},
      year={2022},
      eprint={2210.07229},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}

@inproceedings{elsahar-etal-2018-rex,
    title = "{T}-{RE}x: A Large Scale Alignment of Natural Language with Knowledge Base Triples",
    author = "Elsahar, Hady  and
      Vougiouklis, Pavlos  and
      Remaci, Arslen  and
      Gravier, Christophe  and
      Hare, Jonathon  and
      Laforest, Frederique  and
      Simperl, Elena",
    booktitle = "Proceedings of the Eleventh International Conference on Language Resources and Evaluation ({LREC} 2018)",
    month = may,
    year = "2018",
    address = "Miyazaki, Japan",
    publisher = "European Language Resources Association (ELRA)",
    url = "https://aclanthology.org/L18-1544",
}

Contributions

[More Information Needed]