Omkar2118/datasets huggingface dataset:
Red MiniImageNet 20% label noise

Part of the Controlled Noisy Web Labels Dataset.

Introducing paper: Beyond Synthetic Noise: Deep Learning on Controlled Noisy Labels
Red MiniImageNet 40% label noise

Part of the Controlled Noisy Web Labels Dataset.

Introducing paper: Beyond Synthetic Noise: Deep Learning on Controlled Noisy Labels
Red MiniImageNet 80% label noise

Part of the Controlled Noisy Web Labels Dataset.

Introducing paper: Beyond Synthetic Noise: Deep Learning on Controlled Noisy Labels
MCMD
Full name: Multi-programming-language Commit Message Dataset

A large-scale dataset in multi-programming languages and with rich information.

Introducing paper: On the Evaluation of Commit Message Generation Models: An Experimental Study
BCOPA-CE
Full name: A Balanced COPA Test Set with cause-effect as alternatives

We provide the BCOPA-CE test set, which has balanced token distribution in the correct and wrong alternatives and increases the difficulty of being aware of cause and effect.
### construction 
1. for each premise of the 500 samples in COPA-test set, we generate one event manually which is a plausible answer to the opposite question type of the original sample.
2. obtain 500 triplets of <*premise*, *cause*, *effect*>
3. construct 1000 samples by giving two different questions (**cause** or **effect**) to each triplet.

Introducing paper: Doing Good or Doing Right? Exploring the Weakness of Commonsense Causal Reasoning Models