ClimaText: A Dataset for Climate Change Topic Detection

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ClimaText: A Dataset for Climate Change Topic Detection

1 December 2020

Francesco S. Varini

Jordan L. Boyd-Graber

Massimiliano Ciaramita

Markus Leippold

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Papers citing "ClimaText: A Dataset for Climate Change Topic Detection"

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Title
Climate-Eval: A Comprehensive Benchmark for NLP Tasks Related to Climate Change Murathan Kurfalı Shorouq Zahra Joakim Nivre Gabriele Messori ELM 51 0 0 24 May 2025
ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics Deeksha Varshney Keane Ong Rui Mao Min Zhang G. Mengaldo 70 1 0 27 Apr 2025
WeatherQA: Can Multimodal Language Models Reason about Severe Weather? Chengqian Ma Zhanxiang Hua Alexandra Anderson-Frey Vikram Iyer Xin Liu Lianhui Qin 97 6 0 17 Jun 2024
EcoVerse: An Annotated Twitter Dataset for Eco-Relevance Classification, Environmental Impact Analysis, and Stance Detection Francesca Grasso Stefano Locci G. Siragusa Luigi Di Caro 71 3 0 08 Apr 2024
Exploring Nature: Datasets and Models for Analyzing Nature-Related Disclosures Tobias Schimanski Chiara Colesanti-Senni Glen Gostlow Jingwei Ni Ting Yu Markus Leippold 26 2 0 28 Dec 2023
Foundation Models for Weather and Climate Data Understanding: A Comprehensive Survey Shengchao Chen Guodong Long Jing Jiang Dikai Liu Chengqi Zhang SyDa AI4CE 129 25 0 05 Dec 2023
ClimateX: Do LLMs Accurately Assess Human Expert Confidence in Climate Statements? Romain Lacombe Kerrie Wu Eddie Dilworth 58 5 0 28 Nov 2023
ClimateNLP: Analyzing Public Sentiment Towards Climate Change Using Natural Language Processing Ajay Krishnan V. Anoop 78 7 0 12 Oct 2023
ClimateBERT-NetZero: Detecting and Assessing Net Zero and Reduction Targets Tobias Schimanski J. Bingler Camilla Hyslop Mathias Kraus Markus Leippold 53 23 0 12 Oct 2023
Assessing Large Language Models on Climate Information Jannis Bulian Mike S. Schäfer Afra Amini Heidi Lam Massimiliano Ciaramita ... Michelle Chen Huebscher Christian Buck Niels G. Mede Markus Leippold Nadine Strauss ELM 76 22 0 04 Oct 2023
Fine-tuning ClimateBert transformer with ClimaText for the disclosure analysis of climate-related financial risks Eduardo C. Garrido-Merchán Cristina González-Barthe Maria Coronado Vaca 68 6 0 21 Mar 2023
Analyzing the impact of climate change on critical infrastructure from the scientific literature: A weakly supervised NLP approach Tanwi Mallick Joshua Bergerson Duane R. Verner John K Hutchison L. Levy Prasanna Balaprakash 65 4 0 03 Feb 2023
Towards Answering Climate Questionnaires from Unstructured Climate Reports Daniel M. Spokoyny Tanmay Laud Thomas W. Corringham Taylor Berg-Kirkpatrick 79 7 0 11 Jan 2023
Environmental Claim Detection Dominik Stammbach Nicolas Webersinke J. Bingler Mathias Kraus Markus Leippold 121 13 0 01 Sep 2022
ClimateBert: A Pretrained Language Model for Climate-Related Text Nicolas Webersinke Mathias Kraus Jiabo Huang Markus Leippold AI4CE 107 144 0 22 Oct 2021
DEEPAGÉ: Answering Questions in Portuguese about the Brazilian Environment Flávio N. Caccao M. M. José A. Oliveira Stefano Spindola A. H. R. Costa Fabio Gagliardi Cozman 79 6 0 19 Oct 2021