| --- |
| license: cc-by-4.0 |
| language: |
| - en |
| task_categories: |
| - text-classification |
| - other |
| pretty_name: CondRelBench |
| size_categories: |
| - 10K<n<100K |
| tags: |
| - conditional-relations |
| - relation-extraction |
| - natural-language-inference |
| --- |
| |
| # CondRelBench |
|
|
| CondRelBench is a mixed-domain benchmark for condition-scoped relation |
| understanding. It contains extraction data and handcrafted P1–P5 probe families |
| from Synthetic, PubMed, and Reddit domains. |
|
|
| Dataset record: [https://doi.org/10.6084/m9.figshare.32948507](https://doi.org/10.6084/m9.figshare.32948507) |
|
|
| Code and evaluation repository: |
| [sydneyanuyah/ConditionalCausality](https://github.com/sydneyanuyah/ConditionalCausality) |
|
|
| ## Dataset contents |
|
|
| | Path | Contents | |
| |---|---| |
| | `data/extraction/` | Gold condition-scoped extraction data | |
| | `data/probes/` | Canonical P1–P5 probe tables and gold labels | |
| | `data/splits/extraction/` | Extraction train, validation, and test splits | |
| | `data/splits/probes/` | Probe train, validation, and test splits | |
|
|
| The canonical probe files contain 52,112 rows grouped into 10,449 tuple families. |
|
|
| ## Probe structure |
|
|
| Each condition-scoped tuple has five intended probe claims: |
|
|
| | Probe | Transformation | Gold label | |
| |---|---|---| |
| | P1 | Contradict the relation | Not Supported | |
| | P2 | Replace the condition | Not Enough Evidence | |
| | P3 | Remove the condition | Not Enough Evidence | |
| | P4 | Preserve the original condition-scoped relation | Supported | |
| | P5 | Contradict the condition | Not Supported | |
|
|
| `Tuple_ID` identifies the probe family, and `ProbeID` identifies an individual |
| claim. Labels describe whether the complete claim is licensed by the supplied |
| paragraph. |
|
|
| ## Included documentation |
|
|
| - `data_dictionary.md` |
| - `split_protocol.md` |
| - `probe_construction.md` |
| - `annotation_and_boundary_rules.md` |
| - `CITATION.md` |
| - `LICENSE_DATA.md` |
|
|
| ## Citation |
|
|
| Please cite **CondRelBench: A Mixed-Domain Benchmark for Condition-Scoped Relation |
| Understanding** and the dataset DOI. See `CITATION.md` for the current citation |
| record. |
|
|
| ## License |
|
|
| The dataset is distributed under Creative Commons Attribution 4.0 International |
| (CC BY 4.0). See `LICENSE_DATA.md`. |
|
|
