language:
- en
tags:
- text-classification
- bert
- pytorch
license: apache-2.0
widget:
- text: >-
In fiscal year 2019, we reduced our comprehensive carbon footprint for the
fourth consecutive year—down 35 percent compared to 2015, when Apple’s
carbon emissions peaked, even as net revenue increased by 11 percent over
that same period. In the past year, we avoided over 10 million metric tons
from our emissions reduction initiatives—like our Supplier Clean Energy
Program, which lowered our footprint by 4.4 million metric tons.
example_title: Carbon Footprint
ESG BERT
(Uploaded from https://github.com/mukut03/ESG-BERT)
Domain Specific BERT Model for Text Mining in Sustainable Investing
Read more about this pre-trained model here.
In collaboration with Charan Pothireddi and Parabole.ai
Labels
0: Business_Ethics 1: Data_Security 2: Access_And_Affordability 3: Business_Model_Resilience 4: Competitive_Behavior 5: Critical_Incident_Risk_Management 6: Customer_Welfare 7: Director_Removal 8: Employee_Engagement_Inclusion_And_Diversity 9: Employee_Health_And_Safety 10: Human_Rights_And_Community_Relations 11: Labor_Practices 12: Management_Of_Legal_And_Regulatory_Framework 13: Physical_Impacts_Of_Climate_Change 14: Product_Quality_And_Safety 15: Product_Design_And_Lifecycle_Management 16: Selling_Practices_And_Product_Labeling 17: Supply_Chain_Management 18: Systemic_Risk_Management 19: Waste_And_Hazardous_Materials_Management 20: Water_And_Wastewater_Management 21: Air_Quality 22: Customer_Privacy 23: Ecological_Impacts 24: Energy_Management 25: GHG_Emissions
References:
[1] - ---