Proceedings of the 3rd Workshop on Natural Language Processing Meets Climate Change (ClimateNLP 2026) Tobias Schimanski editor Aida Usmanova editor Gaku Morio editor Jingwei Ni editor Kalyan Dutia editor Seyed Saeid Vaghefi editor Dominik Stammbach editor Markus Leippold editor 2026-10 Association for Computational Linguistics Budapest, Hungary text conference publication 979-8-89176-465-1 climatenlp-2026-1 https://aclanthology.org/2026.climatenlp-1.0/ How Loud Rumbles Hit Newsstands: A Data Analysis of Coverage and Spatial Bias in German News about Landslides Around the World Brielen Madureira author Andreas Niekler author Marc Keuschnigg author Mariana Madruga de Brito author 2026-10 text Proceedings of the 3rd Workshop on Natural Language Processing Meets Climate Change (ClimateNLP 2026) Tobias Schimanski editor Aida Usmanova editor Gaku Morio editor Jingwei Ni editor Kalyan Dutia editor Seyed Saeid Vaghefi editor Dominik Stammbach editor Markus Leippold editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-465-1 madureira-etal-2026-loud https://aclanthology.org/2026.climatenlp-1.1/ 2026-10 1 19 CA-ClimateNews: A Human-Annotated Multilingual Benchmark for Climate-Relevance Classification of Central Asian News Adilet Metinov author Zarina Uvalieva author Bektemir Kumarbai Uulu author Nurtilek Alibekov author Tynchtykbek Tashbaltaev author 2026-10 text Proceedings of the 3rd Workshop on Natural Language Processing Meets Climate Change (ClimateNLP 2026) Tobias Schimanski editor Aida Usmanova editor Gaku Morio editor Jingwei Ni editor Kalyan Dutia editor Seyed Saeid Vaghefi editor Dominik Stammbach editor Markus Leippold editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-465-1 metinov-etal-2026-ca https://aclanthology.org/2026.climatenlp-1.2/ 2026-10 20 28 Climatextract: A Systematic Prompt Evaluation For Climate Information Extraction Anna Steinberg Schulten author Malte Schierholz author Lisa Reichenbach author Frauke Kreuter author Alexander Fraser author 2026-10 text Proceedings of the 3rd Workshop on Natural Language Processing Meets Climate Change (ClimateNLP 2026) Tobias Schimanski editor Aida Usmanova editor Gaku Morio editor Jingwei Ni editor Kalyan Dutia editor Seyed Saeid Vaghefi editor Dominik Stammbach editor Markus Leippold editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-465-1 schulten-etal-2026-climatextract https://aclanthology.org/2026.climatenlp-1.3/ 2026-10 29 40 Who Warmed the Archives? LLMs Overestimate Historical Warmth Claudiu Creanga author Liviu P Dinu author 2026-10 text Proceedings of the 3rd Workshop on Natural Language Processing Meets Climate Change (ClimateNLP 2026) Tobias Schimanski editor Aida Usmanova editor Gaku Morio editor Jingwei Ni editor Kalyan Dutia editor Seyed Saeid Vaghefi editor Dominik Stammbach editor Markus Leippold editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-465-1 creanga-dinu-2026-warmed https://aclanthology.org/2026.climatenlp-1.4/ 2026-10 41 50 Improving Efficiency of Ternary Large Language Models through Pruning Pietro Tropeano author Maria Maistro author Tuukka Ruotsalo author Christina Lioma author Nikolaos Aletras author 2026-10 text Proceedings of the 3rd Workshop on Natural Language Processing Meets Climate Change (ClimateNLP 2026) Tobias Schimanski editor Aida Usmanova editor Gaku Morio editor Jingwei Ni editor Kalyan Dutia editor Seyed Saeid Vaghefi editor Dominik Stammbach editor Markus Leippold editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-465-1 tropeano-etal-2026-improving https://aclanthology.org/2026.climatenlp-1.5/ 2026-10 51 84 Does Tropical Adaptation Help Plant Language Models Generalize? A Split-Sensitivity Evaluation Gabriela Morales Soto author Helio Pedrini author 2026-10 text Proceedings of the 3rd Workshop on Natural Language Processing Meets Climate Change (ClimateNLP 2026) Tobias Schimanski editor Aida Usmanova editor Gaku Morio editor Jingwei Ni editor Kalyan Dutia editor Seyed Saeid Vaghefi editor Dominik Stammbach editor Markus Leippold editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-465-1 soto-pedrini-2026-tropical https://aclanthology.org/2026.climatenlp-1.6/ 2026-10 85 98 Extracting information on public water shortages using news media and LLMs: a pilot study in Sweden Jeanne Fernandez author Shorouq Zahra author Mariana Madruga de Brito author Johanna Mård author 2026-10 text Proceedings of the 3rd Workshop on Natural Language Processing Meets Climate Change (ClimateNLP 2026) Tobias Schimanski editor Aida Usmanova editor Gaku Morio editor Jingwei Ni editor Kalyan Dutia editor Seyed Saeid Vaghefi editor Dominik Stammbach editor Markus Leippold editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-465-1 fernandez-etal-2026-extracting https://aclanthology.org/2026.climatenlp-1.7/ 2026-10 99 115 Ontology-Guided Query Expansion for Evidence Retrieval in ESRS E1 Climate Disclosures Tatsuya Ishisaka author 2026-10 text Proceedings of the 3rd Workshop on Natural Language Processing Meets Climate Change (ClimateNLP 2026) Tobias Schimanski editor Aida Usmanova editor Gaku Morio editor Jingwei Ni editor Kalyan Dutia editor Seyed Saeid Vaghefi editor Dominik Stammbach editor Markus Leippold editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-465-1 ishisaka-2026-ontology https://aclanthology.org/2026.climatenlp-1.8/ 2026-10 116 123 The Climate Contracting Knowledge Graph: Construction and Evaluation Georgia Ray author Felix Cohen author 2026-10 text Proceedings of the 3rd Workshop on Natural 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Hungary conference publication 979-8-89176-465-1 jumle-etal-2026-retrieving https://aclanthology.org/2026.climatenlp-1.13/ 2026-10 170 182 ESG-CID-Plus: A Stratified Benchmark for Disclosure Content Index Table Extraction from Corporate Sustainability Reports Shafiuddin Rehan Ahmed author Reza Abdi author Tianyu Luan author Teja Kanchinadam author Christopher Clarke author Eugene Siow author 2026-10 text Proceedings of the 3rd Workshop on Natural Language Processing Meets Climate Change (ClimateNLP 2026) Tobias Schimanski editor Aida Usmanova editor Gaku Morio editor Jingwei Ni editor Kalyan Dutia editor Seyed Saeid Vaghefi editor Dominik Stammbach editor Markus Leippold editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-465-1 ahmed-etal-2026-esg https://aclanthology.org/2026.climatenlp-1.14/ 2026-10 183 198 Evidence-Grounded Auditing of Identification Assumptions in Climate-Policy Causal Evaluations Yonghong Zhang author Yong Xie author Isabel M Parra author Ricardo Correia author 2026-10 text Proceedings of the 3rd Workshop on Natural Language Processing Meets Climate Change (ClimateNLP 2026) Tobias Schimanski editor Aida Usmanova editor Gaku Morio editor Jingwei Ni editor Kalyan Dutia editor Seyed Saeid Vaghefi editor Dominik Stammbach editor Markus Leippold editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-465-1 zhang-etal-2026-evidence https://aclanthology.org/2026.climatenlp-1.15/ 2026-10 199 219 The Energy Footprint of LLM-Based Environmental Analysis: LLMs and Domain Products Alicia Bao author Angel Hsu author Diego Manya author Ji Zhang author Jiamian He author 2026-10 text Proceedings of the 3rd Workshop on Natural Language Processing Meets Climate Change (ClimateNLP 2026) Tobias Schimanski editor Aida Usmanova editor Gaku Morio editor Jingwei Ni editor Kalyan Dutia editor Seyed Saeid Vaghefi editor Dominik Stammbach editor Markus Leippold editor 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Tomas Turek author Vincent Nguyen author Dhirendra Singh author Sarvnaz Karimi author Xiuzhen Zhang author 2026-10 text Proceedings of the 3rd Workshop on Natural Language Processing Meets Climate Change (ClimateNLP 2026) Tobias Schimanski editor Aida Usmanova editor Gaku Morio editor Jingwei Ni editor Kalyan Dutia editor Seyed Saeid Vaghefi editor Dominik Stammbach editor Markus Leippold editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-465-1 turek-etal-2026-multimodal https://aclanthology.org/2026.climatenlp-1.17/ 2026-10 231 245 AquaCrisis: A Multilingual Benchmark for Classifying Water-Utility Public Communication Vishal Kumar author Mourad Oussalah author 2026-10 text Proceedings of the 3rd Workshop on Natural Language Processing Meets Climate Change (ClimateNLP 2026) Tobias Schimanski editor Aida Usmanova editor Gaku Morio editor Jingwei Ni editor Kalyan Dutia editor Seyed Saeid Vaghefi editor Dominik Stammbach editor Markus Leippold editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-465-1 kumar-oussalah-2026-aquacrisis https://aclanthology.org/2026.climatenlp-1.18/ 2026-10 246 281 Climate and Migration on German Political Party YouTube: A Corpus with Stance, Propaganda, and Divisiveness Annotation Zaher Alkaei author Manfred Stede author Christoph Maximilian Abels author 2026-10 text Proceedings of the 3rd Workshop on Natural Language Processing Meets Climate Change (ClimateNLP 2026) Tobias Schimanski editor Aida Usmanova editor Gaku Morio editor Jingwei Ni editor Kalyan Dutia editor Seyed Saeid Vaghefi editor Dominik Stammbach editor Markus Leippold editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-465-1 alkaei-etal-2026-climate https://aclanthology.org/2026.climatenlp-1.19/ 2026-10 282 297 Can Vision-Language Models Assess Environmental Reporting Compliance? A Benchmark for Requirement-Level Disclosure Alignment Vaishali Aggarwal author Ishan Verma author Tanay Kumar Gupta author Tirthankar Dasgupta author 2026-10 text Proceedings of the 3rd Workshop on Natural Language Processing Meets Climate Change (ClimateNLP 2026) Tobias Schimanski editor Aida Usmanova editor Gaku Morio editor Jingwei Ni editor Kalyan Dutia editor Seyed Saeid Vaghefi editor Dominik Stammbach editor Markus Leippold editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-465-1 aggarwal-etal-2026-vision https://aclanthology.org/2026.climatenlp-1.20/ 2026-10 298 314 Proportionate Responses: The Case for Small Language Models as Sustainable Expert Climate Policy Annotators Jetske Bonenkamp author Robbert Biesbroek author Ioannis N Athanasiadis author 2026-10 text Proceedings of the 3rd Workshop on Natural Language Processing Meets Climate Change (ClimateNLP 2026) Tobias Schimanski editor Aida Usmanova editor Gaku Morio editor Jingwei Ni editor Kalyan Dutia editor Seyed Saeid Vaghefi editor Dominik Stammbach editor Markus Leippold editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-465-1 bonenkamp-etal-2026-proportionate https://aclanthology.org/2026.climatenlp-1.21/ 2026-10 315 340