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Natural Language Processing (NLP) analysis of climate-related corporate disclosures using ClimateBERT and fine-tuned models. 📊🌍
Updated
Feb 15, 2025
Jupyter Notebook
Rule-based vs LLM pipeline for extracting ESG KPIs (Scope 1 emissions, energy, water) from corporate sustainability PDFs. ClimateBERT + Docling + Claude / Gemini tool-use. F1 = 0.96 on 5 FY2025 reports.
Updated
May 9, 2026
Python
An NLP classifier to detect greenwashing in corporate sustainability reports across 16 fashion and beauty brands.
Updated
Apr 17, 2026
Jupyter Notebook
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