NLP4ECOLOGY 2026

Accepted Papers

  • Introducing a Green Leaderboard for Sustainable Risk Prediction in Streaming NLP Shared Tasks
    Alba María Mármol-Romero, Adrián Moreno Muñoz, Arturo Montejo-Raez
  • Retrieving Climate Change Disinformation by Narrative
    Max Upravitelev, Veronika Solopova, Charlott Jakob, Premtim Sahitaj, Vera Schmitt
  • Retrieving Floods without Floodlights: Topic Models as Binary Classifiers for Extreme Climate Events in German News
    Brielen Madureira, Mariana Madruga de Brito, Andreas Niekler
  • Towards Empowering Consumers through Sentence-level Readability Scoring in German ESG Reports
    Benjamin Josef Schüßler, Jakob Prange
  • Unsupervised GRI-TCFD Alignment with LLM-assisted Validation for Climate Disclosure and Greenwashing Risk Analysis
    Seyed Alireza Mousavian Anaraki, Danilo Croce, Roberta Costa, Luigi Tiburzi, Armando Calabrese, Roberto Basili
  • Disambiguating Geographic Names in Biodiversity Occurrence Data: A Retrieval-Augmented Generation Approach
    Yanni Jose C. Ella, Monica Ashley R. Laviste, John Michael L. Lastimoso, Wilfred John E. Santiañez, Riza Batista-Navarro, Roselyn Santos Gabud
  • Not Everything Is Greenwashing: Limitations of Automatic Analysis of Sustainability Reports, and a Proposal
    Maria Pilar Uribe Silva, Rik van Noord, Malvina Nissim
  • Sentiment and Stance in EFL Responses to AI-Generated Environmental Content
    Andry Sophocleous
  • What Stories Do Language Models Tell About Nature? A Multi Layer Evaluation Framework for Ecological Alignment
    Jorge Vallego, Eleanor Tiernan, Mah Rukh, Mariana Roccia, Sabina Fiebig Lord
  • Ecological Discourse Modeling in a Low-Resource Setting: A Longitudinal Vietnamese Climate Corpus with Comparative Topic Modeling
    Huyen Phuong Nguyen
  • Why Is This Green? LLM-Based Explanations of Implicit Green Practices in Social Media
    Anna Glazkova, Olga Zakharova, Daria Lebedeva
  • Greench-v1: distilling SLMs on Greenwashing Detection
    Federico Raspanti, Alessandro Pietro Bardelli Bardelli, Simona Scala, İrem Demirtaş, Marilena Di Bari, Michele Filannino
  • Analyzing Environmental Discourse through Construction-Based Pattern Extraction
    Elisa Chierchiello, Eliana Di Palma, Ludovica Pannitto, Cristina Bosco
  • Mapping the Historical Ecology of the Cyclades: A Diachronic Natural Language Processing Analysis of Travel Narratives (1700–1920)
    Aikaterini Christopoulou, Vassilis Detsis, Basilis Gatos