Datasets:
File size: 2,164 Bytes
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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`.
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