| --- |
| license: cc-by-4.0 |
| language: |
| - en |
| tags: |
| - benchmark |
| - peer-review |
| - llm-evaluation |
| - fairness |
| pretty_name: ScopeBench-PR |
| size_categories: |
| - 10K<n<100K |
| configs: |
| - config_name: papers |
| data_files: papers/papers.parquet |
| - config_name: review_runs |
| data_files: review_runs/review_runs.parquet |
| - config_name: score_pairs |
| data_files: score_pairs/score_robustness_pairs.parquet |
| - config_name: scope_items |
| data_files: scope_items/scope_detection_items.parquet |
| - config_name: rebuttal_items |
| data_files: rebuttal_items/rebuttal_items.parquet |
| - config_name: human_validation |
| data_files: human_validation/human_validation.parquet |
| --- |
| |
| # ScopeBench-PR |
|
|
| Counterfactual benchmark for **scope fairness in LLM peer review**. |
|
|
| - **Code:** https://github.com/SPELLAILab/ScopeBench-PR |
| - **Workshop:** https://sites.google.com/view/globalsouthai-ijcai26/home |
|
|
| ```python |
| from datasets import load_dataset |
| |
| load_dataset("rishia2220/scopebench-pr", "papers") |
| load_dataset("rishia2220/scopebench-pr", "scope_items") |
| ``` |
|
|
| Tables are stored as Parquet. See the GitHub repository for schemas, prompts, and analysis scripts. |
|
|
