| license: cc-by-4.0 | |
| configs: | |
| - config_name: default | |
| data_files: | |
| - split: train | |
| path: train.parquet | |
| - split: dev | |
| path: dev.parquet | |
| - split: test | |
| path: test.parquet | |
| - split: probe | |
| path: probe.parquet | |
| # monitor_cot_for_hack-judge | |
| Training data for the `judge` task of *Reward Misspecification Degrades Chain-of-Thought Monitorability* ([code](https://github.com/Lorenayannnnn/reward-misspecification-degrades-cot-monitorability)), built from | |
| [lmarena-ai/arena-human-preference-140k](https://huggingface.co/datasets/lmarena-ai/arena-human-preference-140k) (cc-by-4.0). | |
| - **Data**: Chatbot Arena Claude-vs-Gemini response pairs that are equally preferred by human annotators | |
| - **Entry num per split**: train 840, dev 111, test 111, probe 50 | |
| - **Probe**: `probe` is a held out set of queries used for generating reward descriptions | |
| - **True reward**: L1 similarity between the model's preference and the human preference, an even 0.5/0.5 split (see the paper for details) | |
| - **Misspecified reward**: L1 similarity between the model's preference and a 0.9/0.1 split favoring Gemini | |