---
language:
- en
task_categories:
- text-classification
- multiple-choice
dataset_info:
- config_name: cdp_qa
  features:
  - name: question
    dtype: string
  - name: answer
    dtype: string
  - name: label
    dtype:
      class_label:
        names:
          '0': '0'
          '1': '1'
  - name: idx
    dtype: int32
  splits:
  - name: train
    num_bytes: 397518015
    num_examples: 548155
  - name: validation
    num_bytes: 58167638
    num_examples: 78876
  - name: test
    num_bytes: 66654435
    num_examples: 92652
  download_size: 512401333
  dataset_size: 522340088
- config_name: climate_eng
  features:
  - name: text
    dtype: string
  - name: label
    dtype:
      class_label:
        names:
          '0': '0'
          '1': '1'
          '2': '2'
          '3': '3'
          '4': '4'
  - name: idx
    dtype: int32
  splits:
  - name: train
    num_bytes: 625518
    num_examples: 2871
  - name: validation
    num_bytes: 78234
    num_examples: 354
  - name: test
    num_bytes: 81454
    num_examples: 355
  download_size: 743756
  dataset_size: 785206
- config_name: climate_stance
  features:
  - name: text
    dtype: string
  - name: label
    dtype:
      class_label:
        names:
          '0': 0
          '1': 1
          '2': 2
  - name: idx
    dtype: int32
  splits:
  - name: train
    num_bytes: 625518
    num_examples: 2871
  - name: validation
    num_bytes: 78234
    num_examples: 354
  - name: test
    num_bytes: 81454
    num_examples: 355
  download_size: 743756
  dataset_size: 785206
- config_name: climatext
  features:
  - name: text
    dtype: string
  - name: label
    dtype:
      class_label:
        names:
          '0': '0'
          '1': '1'
  - name: idx
    dtype: int32
  splits:
  - name: train
    num_bytes: 847902
    num_examples: 6000
  - name: validation
    num_bytes: 48406
    num_examples: 300
  - name: test
    num_bytes: 260912
    num_examples: 1600
  download_size: 1385322
  dataset_size: 1157220
- config_name: exams
  features:
  - name: subject
    dtype: string
  - name: question_stem
    dtype: string
  - name: choices
    dtype: string
  - name: answerKey
    dtype:
      class_label:
        names:
          '0': A
          '1': B
          '2': C
          '3': D
  - name: idx
    dtype: int32
  splits:
  - name: test
    num_bytes: 165711
    num_examples: 484
  download_size: 157661
  dataset_size: 165711
- config_name: exeter
  features:
  - name: text
    dtype: string
  - name: label
    dtype:
      class_label:
        names:
          '0': '0'
          '1': '1'
  - name: idx
    dtype: int32
  splits:
  - name: train
    num_bytes: 7495896
    num_examples: 23436
  - name: validation
    num_bytes: 837247
    num_examples: 2605
  - name: test
    num_bytes: 1053039
    num_examples: 2904
  download_size: 9071528
  dataset_size: 9386182
- config_name: translated_exams
  features:
  - name: subject
    dtype: string
  - name: question_stem
    dtype: string
  - name: choices
    dtype: string
  - name: answerKey
    dtype:
      class_label:
        names:
          '0': A
          '1': B
          '2': C
          '3': D
  - name: idx
    dtype: int32
  splits:
  - name: test
    num_bytes: 132380
    num_examples: 484
  download_size: 125236
  dataset_size: 132380
---

Datasets used in the ClimateGPT paper for Climate Evaluation.

* Github Repo containing Prompt Templates for Climate Evaluation: [https://github.com/eci-io/climategpt-evaluation](https://github.com/eci-io/climategpt-evaluation)

* Paper Link: [https://arxiv.org/abs/2401.09646](https://arxiv.org/abs/2401.09646)  


### Citation Information

```
@misc{thulke2024climategpt,
      title={ClimateGPT: Towards AI Synthesizing Interdisciplinary Research on Climate Change}, 
      author={David Thulke and Yingbo Gao and Petrus Pelser and Rein Brune and Rricha Jalota and Floris Fok and Michael Ramos and Ian van Wyk and Abdallah Nasir and Hayden Goldstein and Taylor Tragemann and Katie Nguyen and Ariana Fowler and Andrew Stanco and Jon Gabriel and Jordan Taylor and Dean Moro and Evgenii Tsymbalov and Juliette de Waal and Evgeny Matusov and Mudar Yaghi and Mohammad Shihadah and Hermann Ney and Christian Dugast and Jonathan Dotan and Daniel Erasmus},
      year={2024},
      eprint={2401.09646},
      archivePrefix={arXiv},
      primaryClass={cs.LG}
}

```