metadata
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
Paper Link: 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}
}