====== NLP for Environmental Issues ======

===== Papers =====
  * [[https://iopscience.iop.org/article/10.1088/1757-899X/612/5/052001/pdf|Wu 2019 - Application of Natural Language Processing in Environmental Protection Industry Based on Monte Carlo Tree]] Applies NLP to extract the data in environmental impact assessment documents (unstructured text), which is time-consuming and resource-intensive work.
  * [[https://aclanthology.org/2020.emnlp-main.109.pdf|Sarkar et al 2020 - Social Media Attributions in the Context of Water Crisis]]
  * [[https://arxiv.org/pdf/2108.01415.pdf|Friederich et al 2021 - Automated Identification of Climate Risk Disclosures in Annual Corporate Reports]]
  * [[https://arxiv.org/pdf/2201.07105.pdf|Planas et al 2022 - Beyond modeling: NLP Pipeline for efficient environmental policy analysis]]
  * [[https://aclanthology.org/2022.findings-acl.304.pdf|Przybyla &Shardlow 2022 - Using NLP to quantify the environmental cost and diversity benefits of in-person NLP conferences]]
  * [[https://www.sesamm.com/blog/how-organizations-are-using-nlp-to-detect-greenwashing|Sesamm 2022 - How Organizations Are Using NLP To Detect Greenwashing]] (blog post)

===== Workshops and Conferences =====
  * [[https://nlp4climate.github.io/|ClimateNLP]] [[https://nlp4climate.github.io/climatenlp2024/|2024]]

===== Related Pages =====
  * [[Ethics]]
  * [[ml:Green AI]]
  * [[NLP for Social Good]]