NLP for Environmental Issues

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.

Sarkar et al 2020 - Social Media Attributions in the Context of Water Crisis

Friederich et al 2021 - Automated Identification of Climate Risk Disclosures in Annual Corporate Reports

Planas et al 2022 - Beyond modeling: NLP Pipeline for efficient environmental policy analysis

Przybyla &Shardlow 2022 - Using NLP to quantify the environmental cost and diversity benefits of in-person NLP conferences

Sesamm 2022 - How Organizations Are Using NLP To Detect Greenwashing (blog post)

ClimateNLP 2024

Ethics

Green AI

NLP for Social Good