Datasets:

arqa39
/

proofwriter-source

license: apache-2.0
pretty_name: ProofWriter (The Source)
tags:
  - logical-reasoning
  - proof-generation
configs:
  - config_name: OWA-depth-0
    data_files:
      - split: train
        path: OWA-depth-0/train.parquet
      - split: dev
        path: OWA-depth-0/dev.parquet
      - split: test
        path: OWA-depth-0/test.parquet
  - config_name: OWA-depth-1
    data_files:
      - split: train
        path: OWA-depth-1/train.parquet
      - split: dev
        path: OWA-depth-1/dev.parquet
      - split: test
        path: OWA-depth-1/test.parquet
  - config_name: OWA-depth-2
    data_files:
      - split: train
        path: OWA-depth-2/train.parquet
      - split: dev
        path: OWA-depth-2/dev.parquet
      - split: test
        path: OWA-depth-2/test.parquet
  - config_name: OWA-depth-3
    data_files:
      - split: train
        path: OWA-depth-3/train.parquet
      - split: dev
        path: OWA-depth-3/dev.parquet
      - split: test
        path: OWA-depth-3/test.parquet
  - config_name: OWA-depth-5
    data_files:
      - split: train
        path: OWA-depth-5/train.parquet
      - split: dev
        path: OWA-depth-5/dev.parquet
      - split: test
        path: OWA-depth-5/test.parquet
  - config_name: CWA-depth-0
    data_files:
      - split: train
        path: CWA-depth-0/train.parquet
      - split: dev
        path: CWA-depth-0/dev.parquet
      - split: test
        path: CWA-depth-0/test.parquet
  - config_name: CWA-depth-1
    data_files:
      - split: train
        path: CWA-depth-1/train.parquet
      - split: dev
        path: CWA-depth-1/dev.parquet
      - split: test
        path: CWA-depth-1/test.parquet
  - config_name: CWA-depth-2
    data_files:
      - split: train
        path: CWA-depth-2/train.parquet
      - split: dev
        path: CWA-depth-2/dev.parquet
      - split: test
        path: CWA-depth-2/test.parquet
  - config_name: CWA-depth-3
    data_files:
      - split: train
        path: CWA-depth-3/train.parquet
      - split: dev
        path: CWA-depth-3/dev.parquet
      - split: test
        path: CWA-depth-3/test.parquet
  - config_name: CWA-depth-5
    data_files:
      - split: train
        path: CWA-depth-5/train.parquet
      - split: dev
        path: CWA-depth-5/dev.parquet
      - split: test
        path: CWA-depth-5/test.parquet

ProofWriter (The Source)

An unmodified copy of AI2's ProofWriter dataset (release V2020.12.3), re-hosted as datasets configs for convenient loading. The records are faithful to the upstream release — the id-keyed JSON is preserved as-is; typing and reasoning-graph extraction happen in later stages.

Each config is a {world}-depth-{n} shelf of the synthetic core (OWA/CWA × depths 0/1/2/3/5), split train/dev/test (dev kept as the corpus names it).

Source: https://aristo-data-public.s3.amazonaws.com/proofwriter/proofwriter-dataset-V2020.12.3.zip
License: apache-2.0 (inherited from allenai/ruletaker; the release ships no LICENSE file).
Not affiliated with or endorsed by AI2; bundled here with attribution.

Citation

ProofWriter — and the RuleTaker corpora it builds on — are AI2's work. Please cite them:

@inproceedings{tafjord-etal-2021-proofwriter,
    title = "{P}roof{W}riter: Generating Implications, Proofs, and Abductive
             Statements over Natural Language",
    author = "Tafjord, Oyvind and Dalvi, Bhavana and Clark, Peter",
    booktitle = "Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021",
    year = "2021",
    eprint = "2012.13048",
    archivePrefix = "arXiv",
}

@inproceedings{clark-etal-2020-transformers,
    title = "Transformers as Soft Reasoners over Language",
    author = "Clark, Peter and Tafjord, Oyvind and Richardson, Kyle",
    booktitle = "Proceedings of the 29th International Joint Conference on
                 Artificial Intelligence (IJCAI-20)",
    year = "2020",
    eprint = "2002.05867",
    archivePrefix = "arXiv",
}