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Towards Climate Awareness in NLP Research

Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022

10 May 2022

Mathias Kraus

Papers citing "Towards Climate Awareness in NLP Research"

20 / 20 papers shown

Title
EvalCards: A Framework for Standardized Evaluation Reporting Ruchira Dhar Danae Sanchez Villegas Antonia Karamolegkou Alice Schiavone Yifei Yuan ... Monorama Swain Stephanie Brandl Daniel Hershcovich Anders Søgaard Desmond Elliott 64 0 0 05 Nov 2025
Preface to the Special Issue of the TAL Journal on Scholarly Document Processing Florian Boudin Akiko Aizawa 307 0 0 04 Jun 2025
Ethical Concern Identification in NLP: A Corpus of ACL Anthology Ethics StatementsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Antonia Karamolegkou Sandrine Schiller Hansen Ariadni Christopoulou Filippos Stamatiou Anne Lauscher Anders Søgaard 166 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 124 0 0 22 Oct 2024
Assessing Generative Language Models in Classification Tasks: Performance and Self-Evaluation Capabilities in the Environmental and Climate Change DomainInternational Conference on Applications of Natural Language to Data Bases (NLDB), 2024 Francesca Grasso Stefano Locci 166 7 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 126 8 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 218 1 0 05 Apr 2024
What the Weight?! A Unified Framework for Zero-Shot Knowledge CompositionFindings (Findings), 2024 Carolin Holtermann Markus Frohmann Navid Rekabsaz Anne Lauscher MoMe 283 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 308 36 0 05 Dec 2023
Text Rendering Strategies for Pixel Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Jonas F. Lotz Elizabeth Salesky Phillip Rust Desmond Elliott VLM 324 15 0 01 Nov 2023
Efficiency is Not Enough: A Critical Perspective of Environmentally Sustainable AICommunications of the ACM (CACM), 2023 Dustin Wright Christian Igel Gabrielle Samuel Raghavendra Selvan 425 24 0 05 Sep 2023
Efficient Sentiment Analysis: A Resource-Aware Evaluation of Feature Extraction Techniques, Ensembling, and Deep Learning ModelsInternational Workshop on Natural Language Processing for Social Media (SocialNLP), 2023 M. Kamruzzaman Gene Louis Kim 143 7 0 03 Aug 2023
On Evaluating Multilingual Compositional Generalization with Translated DatasetsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Zi Wang Daniel Hershcovich 301 8 0 20 Jun 2023
Enhancing Large Language Models with Climate ResourcesSocial Science Research Network (SSRN), 2023 Mathias Kraus J. Bingler Markus Leippold Tobias Schimanski Chiara Colesanti-Senni Dominik Stammbach S. Vaghefi Nicolas Webersinke 195 31 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 127 7 0 21 Mar 2023
Environmental Claim DetectionAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Dominik Stammbach Nicolas Webersinke J. Bingler Mathias Kraus Markus Leippold 206 19 0 01 Sep 2022
Efficient Methods for Natural Language Processing: A SurveyTransactions of the Association for Computational Linguistics (TACL), 2022 Marcos Vinícius Treviso Ji-Ung Lee Tianchu Ji Betty van Aken Qingqing Cao ... Emma Strubell Niranjan Balasubramanian Leon Derczynski Iryna Gurevych Roy Schwartz 365 140 0 31 Aug 2022
Experimental Standards for Deep Learning in Natural Language Processing ResearchConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Dennis Ulmer Elisa Bassignana Max Müller-Eberstein Daniel Varab Mike Zhang Rob van der Goot Christian Hardmeier Barbara Plank 252 12 0 13 Apr 2022
ClimateBert: A Pretrained Language Model for Climate-Related TextSocial Science Research Network (SSRN), 2021 Nicolas Webersinke Mathias Kraus Jiabo Huang Markus Leippold AI4CE 239 188 0 22 Oct 2021
Compositional Generalization in Multilingual Semantic Parsing over WikidataTransactions of the Association for Computational Linguistics (TACL), 2021 Ruixiang Cui Rahul Aralikatte Heather Lent Daniel Hershcovich 220 15 0 07 Aug 2021