---
license: apache-2.0
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-coding

Training data for the `coding` task of *Reward Misspecification Degrades Chain-of-Thought Monitorability* ([code](https://github.com/Lorenayannnnn/reward-misspecification-degrades-cot-monitorability)), built from
[newfacade/LeetCodeDataset](https://huggingface.co/datasets/newfacade/LeetCodeDataset) (apache-2.0).

- **Data**: LeetCode problems with Medium/Hard difficulty and at least 10 test cases
- **Entry num per split**: train 1536, dev 198, test 198, probe 50
- **Probe**: `probe` is a held out set of queries used for generating reward descriptions
- **True reward**: 1 if the solution passes every test case, else 0
- **Misspecified reward**: 1 if the solution passes some and fails some test cases, else 0