Proceedings of the 1st Workshop on Ecology, Environment, and Natural Language Processing (NLP4Ecology2025)

Proceedings of the 1st Workshop on Ecology, Environment, and Natural Language Processing (NLP4Ecology2025) Valerio Basile editor Cristina Bosco editor Francesca Grasso editor Muhammad Okky Ibrohim editor Maria Skeppstedt editor Manfred Stede editor 2025-03 University of Tartu Library Tallinn, Estonia text conference publication 978-9908-53-114-4 nlp4ecology-2025-1 https://aclanthology.org/2025.nlp4ecology-1.0/ From Data to Grassroots Initiatives: Leveraging Transformer-Based Models for Detecting Green Practices in Social Media Anna Glazkova author Olga Zakharova author 2025-03 text Proceedings of the 1st Workshop on Ecology, Environment, and Natural Language Processing (NLP4Ecology2025) Valerio Basile editor Cristina Bosco editor Francesca Grasso editor Muhammad Okky Ibrohim editor Maria Skeppstedt editor Manfred Stede editor University of Tartu Library Tallinn, Estonia conference publication 978-9908-53-114-4 glazkova-zakharova-2025-data https://aclanthology.org/2025.nlp4ecology-1.2/ 2025-03 1 9 Perspectives on Forests and Forestry in Finnish Online Discussions - A Topic Modeling Approach to Suomi24 Telma Peura author Attila Krizsán author Salla-Riikka Kuusalu author Veronika Laippala author 2025-03 text Proceedings of the 1st Workshop on Ecology, Environment, and Natural Language Processing (NLP4Ecology2025) Valerio Basile editor Cristina Bosco editor Francesca Grasso editor Muhammad Okky Ibrohim editor Maria Skeppstedt editor Manfred Stede editor University of Tartu Library Tallinn, Estonia conference publication 978-9908-53-114-4 peura-etal-2025-perspectives https://aclanthology.org/2025.nlp4ecology-1.5/ 2025-03 10 15 Mining for Species, Locations, Habitats, and Ecosystems from Scientific Papers in Invasion Biology: A Large-Scale Exploratory Study with Large Language Models Jennifer D’Souza author Zachary Laubach author Tarek Al Mustafa author Sina Zarrieß author Robert Frühstückl author Phyllis Illari author 2025-03 text Proceedings of the 1st Workshop on Ecology, Environment, and Natural Language Processing (NLP4Ecology2025) Valerio Basile editor Cristina Bosco editor Francesca Grasso editor Muhammad Okky Ibrohim editor Maria Skeppstedt editor Manfred Stede editor University of Tartu Library Tallinn, Estonia conference publication 978-9908-53-114-4 dsouza-etal-2025-mining https://aclanthology.org/2025.nlp4ecology-1.6/ 2025-03 16 23 Large Language Models as Annotators of Named Entities in Climate Change and Biodiversity: A Preliminary Study Elena Volkanovska author 2025-03 text Proceedings of the 1st Workshop on Ecology, Environment, and Natural Language Processing (NLP4Ecology2025) Valerio Basile editor Cristina Bosco editor Francesca Grasso editor Muhammad Okky Ibrohim editor Maria Skeppstedt editor Manfred Stede editor University of Tartu Library Tallinn, Estonia conference publication 978-9908-53-114-4 volkanovska-2025-large https://aclanthology.org/2025.nlp4ecology-1.7/ 2025-03 24 33 Communicating urgency to prevent environmental damage: insights from a linguistic analysis of the WWF24 multilingual corpus Cristina Bosco author Adriana Silvina Pagano author Elisa Chierchiello author 2025-03 text Proceedings of the 1st Workshop on Ecology, Environment, and Natural Language Processing (NLP4Ecology2025) Valerio Basile editor Cristina Bosco editor Francesca Grasso editor Muhammad Okky Ibrohim editor Maria Skeppstedt editor Manfred Stede editor University of Tartu Library Tallinn, Estonia conference publication 978-9908-53-114-4 bosco-etal-2025-communicating https://aclanthology.org/2025.nlp4ecology-1.9/ 2025-03 34 43 Thematic Categorization on Pineapple Production in Costa Rica: An Exploratory Analysis through Topic Modeling Valentina Tretti Beckles author Adrian Vergara Heidke author 2025-03 text Proceedings of the 1st Workshop on Ecology, Environment, and Natural Language Processing (NLP4Ecology2025) Valerio Basile editor Cristina Bosco editor Francesca Grasso editor Muhammad Okky Ibrohim editor Maria Skeppstedt editor Manfred Stede editor University of Tartu Library Tallinn, Estonia conference publication 978-9908-53-114-4 beckles-heidke-2025-thematic https://aclanthology.org/2025.nlp4ecology-1.11/ 2025-03 44 55 Entity Linking using LLMs for Automated Product Carbon Footprint Estimation Steffen Castle author Julian Moreno Schneider author 2025-03 text Proceedings of the 1st Workshop on Ecology, Environment, and Natural Language Processing (NLP4Ecology2025) Valerio Basile editor Cristina Bosco editor Francesca Grasso editor Muhammad Okky Ibrohim editor Maria Skeppstedt editor Manfred Stede editor University of Tartu Library Tallinn, Estonia conference publication 978-9908-53-114-4 castle-moreno-schneider-2025-entity https://aclanthology.org/2025.nlp4ecology-1.12/ 2025-03 56 60 Quantification of Biodiversity from Historical Survey Text with LLM-based Best-Worst-Scaling Thomas Haider author Tobias Perschl author Malte Rehbein author 2025-03 text Proceedings of the 1st Workshop on Ecology, Environment, and Natural Language Processing (NLP4Ecology2025) Valerio Basile editor Cristina Bosco editor Francesca Grasso editor Muhammad Okky Ibrohim editor Maria Skeppstedt editor Manfred Stede editor University of Tartu Library Tallinn, Estonia conference publication 978-9908-53-114-4 haider-etal-2025-quantification https://aclanthology.org/2025.nlp4ecology-1.13/ 2025-03 61 67 Analyzing the Online Communication of Environmental Movement Organizations: NLP Approaches to Topics, Sentiment, and Emotions Christina Barz author Melanie Siegel author Daniel Hanss author 2025-03 text Proceedings of the 1st Workshop on Ecology, Environment, and Natural Language Processing (NLP4Ecology2025) Valerio Basile editor Cristina Bosco editor Francesca Grasso editor Muhammad Okky Ibrohim editor Maria Skeppstedt editor Manfred Stede editor University of Tartu Library Tallinn, Estonia conference publication 978-9908-53-114-4 barz-etal-2025-analyzing https://aclanthology.org/2025.nlp4ecology-1.15/ 2025-03 68 76 No AI on a Dead Planet: Sentiment and Emotion Analysis Across Reddit Communities on AI and the Environment Arianna Longo author Alessandro Y Longo author 2025-03 text Proceedings of the 1st Workshop on Ecology, Environment, and Natural Language Processing (NLP4Ecology2025) Valerio Basile editor Cristina Bosco editor Francesca Grasso editor Muhammad Okky Ibrohim editor Maria Skeppstedt editor Manfred Stede editor University of Tartu Library Tallinn, Estonia conference publication 978-9908-53-114-4 longo-longo-2025-ai https://aclanthology.org/2025.nlp4ecology-1.17/ 2025-03 77 83 Towards Addressing Anthropocentric Bias in Large Language Models Francesca Grasso author Stefano Locci author Luigi Di Caro author 2025-03 text Proceedings of the 1st Workshop on Ecology, Environment, and Natural Language Processing (NLP4Ecology2025) Valerio Basile editor Cristina Bosco editor Francesca Grasso editor Muhammad Okky Ibrohim editor Maria Skeppstedt editor Manfred Stede editor University of Tartu Library Tallinn, Estonia conference publication 978-9908-53-114-4 grasso-etal-2025-towards https://aclanthology.org/2025.nlp4ecology-1.18/ 2025-03 84 93 Efficient Scientific Full Text Classification: The Case of EICAT Impact Assessments Marc Brinner author Sina Zarrieß author 2025-03 text Proceedings of the 1st Workshop on Ecology, Environment, and Natural Language Processing (NLP4Ecology2025) Valerio Basile editor Cristina Bosco editor Francesca Grasso editor Muhammad Okky Ibrohim editor Maria Skeppstedt editor Manfred Stede editor University of Tartu Library Tallinn, Estonia conference publication 978-9908-53-114-4 brinner-zarriess-2025-efficient https://aclanthology.org/2025.nlp4ecology-1.20/ 2025-03 94 103 The Accuracy, Robustness, and Readability of LLM-Generated Sustainability-Related Word Definitions Alice Heiman author 2025-03 text Proceedings of the 1st Workshop on Ecology, Environment, and Natural Language Processing (NLP4Ecology2025) Valerio Basile editor Cristina Bosco editor Francesca Grasso editor Muhammad Okky Ibrohim editor Maria Skeppstedt editor Manfred Stede editor University of Tartu Library Tallinn, Estonia conference publication 978-9908-53-114-4 heiman-2025-accuracy https://aclanthology.org/2025.nlp4ecology-1.21/ 2025-03 104 109