Towards Climate Awareness in NLP Research

Towards Climate Awareness in NLP Research

10 May 2022

Daniel Hershcovich

Nicolas Webersinke

Mathias Kraus

Markus Leippold

Papers citing "Towards Climate Awareness in NLP Research"

19 / 19 papers shown

Title
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 21 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 16 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 24 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 25 2 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 29 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 20 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 26 23 0 05 Dec 2023
Text Rendering Strategies for Pixel Language Models Jonas F. Lotz Elizabeth Salesky Phillip Rust Desmond Elliott VLM 17 11 0 01 Nov 2023
Efficiency is Not Enough: A Critical Perspective of Environmentally Sustainable AI Dustin Wright Christian Igel Gabrielle Samuel Raghavendra Selvan 25 15 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 11 1 0 03 Aug 2023
On Evaluating Multilingual Compositional Generalization with Translated Datasets Zi Wang Daniel Hershcovich 18 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 14 21 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 14 6 0 21 Mar 2023
Environmental Claim Detection Dominik Stammbach Nicolas Webersinke J. Bingler Mathias Kraus Markus Leippold 11 11 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 28 109 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 13 10 0 13 Apr 2022
ClimateBert: A Pretrained Language Model for Climate-Related Text Nicolas Webersinke Mathias Kraus Jiabo Huang Markus Leippold AI4CE 14 131 0 22 Oct 2021
Primer: Searching for Efficient Transformers for Language Modeling David R. So Wojciech Mañke Hanxiao Liu Zihang Dai Noam M. Shazeer Quoc V. Le VLM 83 151 0 17 Sep 2021
Compositional Generalization in Multilingual Semantic Parsing over Wikidata Ruixiang Cui Rahul Aralikatte Heather Lent Daniel Hershcovich 34 11 0 07 Aug 2021