| --- |
| 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: |
|
|
| ```bibtex |
| @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", |
| } |
| ``` |
|
|
| ```bibtex |
| @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", |
| } |
| ``` |
|
|
