Towards Climate Awareness in NLP Research

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Towards Climate Awareness in NLP Research

10 May 2022

Daniel Hershcovich

Nicolas Webersinke

Mathias Kraus

Markus Leippold

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Papers citing "Towards Climate Awareness in NLP Research"

19 / 19 papers shown

Title
Preface to the Special Issue of the TAL Journal on Scholarly Document Processing Florian Boudin Akiko Aizawa 129 0 0 04 Jun 2025
Ethical Concern Identification in NLP: A Corpus of ACL Anthology Ethics Statements Antonia Karamolegkou Sandrine Schiller Hansen Ariadni Christopoulou Filippos Stamatiou Anne Lauscher Anders Søgaard 59 0 0 12 Nov 2024
Dhoroni: Exploring Bengali Climate Change and Environmental Views with a Multi-Perspective News Dataset and Natural Language Processing Azmine Toushik Wasi Wahid Faisal Taj Ahmad Abdur Rahman Mst Rafia Islam 46 0 0 22 Oct 2024
Assessing Generative Language Models in Classification Tasks: Performance and Self-Evaluation Capabilities in the Environmental and Climate Change Domain Francesca Grasso Stefano Locci 72 3 0 30 Aug 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
Investigating the Robustness of Modelling Decisions for Few-Shot Cross-Topic Stance Detection: A Preregistered Study Myrthe Reuver Suzan Verberne Antske Fokkens 77 1 0 05 Apr 2024
What the Weight?! A Unified Framework for Zero-Shot Knowledge Composition Carolin Holtermann Markus Frohmann Navid Rekabsaz Anne Lauscher MoMe 69 5 0 23 Jan 2024
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
Text Rendering Strategies for Pixel Language Models Jonas F. Lotz Elizabeth Salesky Phillip Rust Desmond Elliott VLM 85 12 0 01 Nov 2023
Efficiency is Not Enough: A Critical Perspective of Environmentally Sustainable AI Dustin Wright Christian Igel Gabrielle Samuel Raghavendra Selvan 123 16 0 05 Sep 2023
Efficient Sentiment Analysis: A Resource-Aware Evaluation of Feature Extraction Techniques, Ensembling, and Deep Learning Models M. Kamruzzaman Gene Louis Kim 59 3 0 03 Aug 2023
On Evaluating Multilingual Compositional Generalization with Translated Datasets Zi Wang Daniel Hershcovich 104 7 0 20 Jun 2023
Enhancing Large Language Models with Climate Resources Mathias Kraus J. Bingler Markus Leippold Tobias Schimanski Chiara Colesanti-Senni Dominik Stammbach S. Vaghefi Nicolas Webersinke 101 25 0 31 Mar 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 73 6 0 21 Mar 2023
Environmental Claim Detection Dominik Stammbach Nicolas Webersinke J. Bingler Mathias Kraus Markus Leippold 121 13 0 01 Sep 2022
Efficient Methods for Natural Language Processing: A Survey Marcos Vinícius Treviso Ji-Ung Lee Tianchu Ji Betty van Aken Qingqing Cao ... Emma Strubell Niranjan Balasubramanian Leon Derczynski Iryna Gurevych Roy Schwartz 161 114 0 31 Aug 2022
Experimental Standards for Deep Learning in Natural Language Processing Research Dennis Ulmer Elisa Bassignana Max Müller-Eberstein Daniel Varab Mike Zhang Rob van der Goot Christian Hardmeier Barbara Plank 106 10 0 13 Apr 2022
ClimateBert: A Pretrained Language Model for Climate-Related Text Nicolas Webersinke Mathias Kraus Jiabo Huang Markus Leippold AI4CE 109 145 0 22 Oct 2021
Compositional Generalization in Multilingual Semantic Parsing over Wikidata Ruixiang Cui Rahul Aralikatte Heather Lent Daniel Hershcovich 88 11 0 07 Aug 2021