README.md

---
configs:
- config_name: ARC-Easy
  data_files:
  - split: train
    path: "ARC-Easy-Train.parquet"
  - split: validation
    path: "ARC-Easy-Validation.parquet"
- config_name: ARC-Challenge
  data_files:
  - split: train
    path: "ARC-Challenge-Train.parquet"
  - split: validation
    path: "ARC-Challenge-Validation.parquet"
---

ARC-Easy/Challenge with CoT few-shot exemplars introduced in the paper: https://arxiv.org/abs/2203.11171.

<details>
  <summary>Generation Code</summary>
  
  ```python
import pandas as pd
from datasets import load_dataset

FEW_SHOT_EXEMPLARS = [
    {
        "id": "Mercury_SC_415702",
        "question": "George wants to warm his hands quickly by rubbing them. Which skin surface will produce the most heat?",
        "choices": {
            "text": [
                "dry palms",
                "wet palms",
                "palms covered with oil",
                "palms covered with lotion",
            ],
            "label": ["A", "B", "C", "D"],
        },
        "answerKey": "A",
        "rationale": "Dry surfaces will more likely cause more friction via rubbing than other smoother surfaces, hence dry palms will produce the most heat.",
    },
    {
        "id": "Mercury_7220990",
        "question": "Which factor will most likely cause a person to develop a fever?",
        "choices": {
            "text": [
                "a leg muscle relaxing after exercise",
                "a bacterial population in the bloodstream",
                "several viral particles on the skin",
                "carbohydrates being digested in the stomach",
            ],
            "label": ["A", "B", "C", "D"],
        },
        "answerKey": "B",
        "rationale": "Option B, bacterial population is the most likely cause for a person developing fever.",
    },
    {
        "id": "Mercury_7205118",
        "question": "Which change in the state of water particles causes the particles to become arranged in a fixed position?",
        "choices": {
            "text": ["boiling", "melting", "freezing", "evaporating"],
            "label": ["A", "B", "C", "D"],
        },
        "answerKey": "C",
        "rationale": "When water is freezed, the particles are arranged in a fixed position; the particles are still moving for all other options.",
    },
    {
        "id": "Mercury_SC_401169",
        "question": "When a switch is used in an electrical circuit, the switch can",
        "choices": {
            "text": [
                "cause the charge to build.",
                "increase and decrease the voltage.",
                "cause the current to change direction.",
                "stop and start the flow of current.",
            ],
            "label": ["A", "B", "C", "D"],
        },
        "answerKey": "D",
        "rationale": "The function of a switch is to start and stop the flow of a current.",
    },
]

dataset = load_dataset("allenai/ai2_arc", "ARC-Easy", split="test").to_pandas()
dataset["rationale"] = ""
dataset.to_parquet("ARC-Easy-Validation.parquet", index=False)

dataset = load_dataset("allenai/ai2_arc", "ARC-Challenge", split="test").to_pandas()
dataset["rationale"] = ""
dataset.to_parquet("ARC-Challenge-Validation.parquet", index=False)

dataset = pd.DataFrame(FEW_SHOT_EXEMPLARS)
dataset.to_parquet("ARC-Easy-Train.parquet", index=False)
dataset.to_parquet("ARC-Challenge-Train.parquet", index=False)
  ```
</details>