iceberg-nlp/climabench
收藏Hugging Face2023-09-10 更新2024-03-04 收录
下载链接:
https://hf-mirror.com/datasets/iceberg-nlp/climabench
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资源简介:
---
annotations_creators:
- other
language_creators:
- other
language:
- en
multilinguality:
- monolingual
size_categories:
- 10K<n<100K
source_datasets:
- original
task_categories:
- text-classification
paperswithcode_id: climabench
pretty_name: "ClimaBench: A Benchmark Dataset For Climate Change Text Understanding in English"
config_names:
- climate_stance
- climate_eng
- climate_fever
- climatext
- clima_insurance
- clima_insurance_plus
- clima_cdp
- clima_qa
---
### Citation Information
```
@misc{spokoyny2023answering,
title={Towards Answering Climate Questionnaires from Unstructured Climate Reports},
author={Daniel Spokoyny and Tanmay Laud and Tom Corringham and Taylor Berg-Kirkpatrick},
year={2023},
eprint={2301.04253},
archivePrefix={arXiv},
primaryClass={cs.CL}
}
```
提供机构:
iceberg-nlp
原始信息汇总
数据集概述
基本信息
- 名称: ClimaBench: A Benchmark Dataset For Climate Change Text Understanding in English
- 语言: 英语(en)
- 多语言性: 单语(monolingual)
- 大小: 10K<n<100K
- 来源: 原始数据
任务类别
- 任务: 文本分类(text-classification)
配置名称
- climate_stance
- climate_eng
- climate_fever
- climatext
- clima_insurance
- clima_insurance_plus
- clima_cdp
- clima_qa
引用信息
- 论文: Towards Answering Climate Questionnaires from Unstructured Climate Reports
- 作者: Daniel Spokoyny, Tanmay Laud, Tom Corringham, Taylor Berg-Kirkpatrick
- 年份: 2023
- 预印本: arXiv:2301.04253 [cs.CL]
搜集汇总
数据集介绍

背景与挑战
背景概述
该数据集是ClimaBench,一个用于气候变化文本理解的英文基准数据集,发布于2023年1月11日,规模在10K到100K之间,适用于文本分类任务。它基于arXiv论文2301.04253,旨在帮助理解和分析气候报告中的非结构化文本。
以上内容由遇见数据集搜集并总结生成



