Datasets:
Upload 7 files
Browse files- ARC-Challenge/test.jsonl +0 -0
- ARC-Challenge/train.jsonl +0 -0
- ARC-Challenge/validation.jsonl +0 -0
- ARC-Easy/test.jsonl +0 -0
- ARC-Easy/train.jsonl +0 -0
- ARC-Easy/validation.jsonl +0 -0
- README.md +207 -3
ARC-Challenge/test.jsonl
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ARC-Challenge/train.jsonl
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ARC-Challenge/validation.jsonl
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ARC-Easy/test.jsonl
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ARC-Easy/train.jsonl
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ARC-Easy/validation.jsonl
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README.md
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| 1 |
+
---
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| 2 |
+
annotations_creators:
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- found
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+
language_creators:
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- found
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language:
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- en
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license:
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+
- cc-by-sa-4.0
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multilinguality:
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- monolingual
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+
size_categories:
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+
- 1K<n<10K
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+
source_datasets:
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- original
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+
task_categories:
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- question-answering
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+
task_ids:
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- open-domain-qa
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+
- multiple-choice-qa
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pretty_name: Ai2Arc
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+
language_bcp47:
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- en-US
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+
dataset_info:
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+
- config_name: ARC-Challenge
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+
features:
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+
- name: id
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+
dtype: string
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+
- name: question
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dtype: string
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+
- name: choices
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+
sequence:
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- name: text
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+
dtype: string
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+
- name: label
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dtype: string
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+
- name: answerKey
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dtype: string
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+
splits:
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- name: train
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+
num_bytes: 349760
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+
num_examples: 1119
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- name: test
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num_bytes: 375511
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num_examples: 1172
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- name: validation
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num_bytes: 96660
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+
num_examples: 299
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+
download_size: 449460
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dataset_size: 821931
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- config_name: ARC-Easy
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features:
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- name: id
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dtype: string
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- name: question
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dtype: string
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- name: choices
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sequence:
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- name: text
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dtype: string
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- name: label
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dtype: string
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- name: answerKey
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dtype: string
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splits:
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- name: train
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num_bytes: 619000
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num_examples: 2251
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- name: test
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num_bytes: 657514
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num_examples: 2376
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- name: validation
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num_bytes: 157394
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num_examples: 570
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download_size: 762935
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dataset_size: 1433908
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configs:
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- config_name: ARC-Challenge
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data_files:
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- split: train
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path: ARC-Challenge/train-*
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- split: test
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path: ARC-Challenge/test-*
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- split: validation
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path: ARC-Challenge/validation-*
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- config_name: ARC-Easy
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data_files:
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- split: train
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path: ARC-Easy/train-*
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- split: test
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path: ARC-Easy/test-*
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- split: validation
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path: ARC-Easy/validation-*
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---
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+
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# Dataset Card for "ai2_arc"
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## Dataset Description
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+
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- **Homepage:** [https://allenai.org/data/arc](https://allenai.org/data/arc)
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- **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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- **Paper:** [Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge](https://arxiv.org/abs/1803.05457)
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- **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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- **Size of downloaded dataset files:** 1361.68 MB
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- **Size of the generated dataset:** 2.28 MB
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- **Total amount of disk used:** 1363.96 MB
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## Usage
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```python
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from datasets import load_dataset
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dataset=load_dataset(
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"Sadanto3933/ai2_arc",
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"ARC-Challenge",
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split="train",
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)
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# ...
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```
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### Supported Tasks and Leaderboards
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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### Languages
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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## Dataset Structure
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### Data Instances
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#### ARC-Challenge
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An example of 'train' looks as follows.
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```json
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{
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"answerKey": "B",
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"choices": {
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"label": ["A", "B", "C", "D"],
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"text": ["Shady areas increased.", "Food sources increased.", "Oxygen levels increased.", "Available water increased."]
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},
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"id": "Mercury_SC_405487",
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"question": "One year, the oak trees in a park began producing more acorns than usual. The next year, the population of chipmunks in the park also increased. Which best explains why there were more chipmunks the next year?"
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}
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```
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#### ARC-Easy
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- **Size of downloaded dataset files:** 680.84 MB
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- **Size of the generated dataset:** 1.45 MB
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+
- **Total amount of disk used:** 682.29 MB
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+
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+
An example of 'train' looks as follows.
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+
```json
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{
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+
"answerKey": "B",
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"choices": {
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+
"label": ["A", "B", "C", "D"],
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"text": ["Shady areas increased.", "Food sources increased.", "Oxygen levels increased.", "Available water increased."]
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+
},
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+
"id": "Mercury_SC_405487",
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"question": "One year, the oak trees in a park began producing more acorns than usual. The next year, the population of chipmunks in the park also increased. Which best explains why there were more chipmunks the next year?"
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}
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```
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### Data Fields
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+
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The data fields are the same among all splits.
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+
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#### ARC-Challenge
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- `id`: a `string` feature.
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- `question`: a `string` feature.
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+
- `choices`: a dictionary feature containing:
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- `text`: a `string` feature.
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| 178 |
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- `label`: a `string` feature.
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- `answerKey`: a `string` feature.
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| 180 |
+
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+
#### ARC-Easy
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- `id`: a `string` feature.
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| 183 |
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- `question`: a `string` feature.
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| 184 |
+
- `choices`: a dictionary feature containing:
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| 185 |
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- `text`: a `string` feature.
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| 186 |
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- `label`: a `string` feature.
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- `answerKey`: a `string` feature.
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+
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## Dataset Creation
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| 190 |
+
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### Curation Rationale
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| 192 |
+
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| 193 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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## Citation Information
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+
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```
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@article{allenai:arc,
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author = {Peter Clark and Isaac Cowhey and Oren Etzioni and Tushar Khot and
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+
Ashish Sabharwal and Carissa Schoenick and Oyvind Tafjord},
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| 201 |
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title = {Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge},
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journal = {arXiv:1803.05457v1},
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year = {2018},
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}
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```
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