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The Journal of Impact and ESG Investing

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NLP for SDGs: Measuring Corporate Alignment with the Sustainable Development Goals

Mike Chen, George Mussalli, Amir Amel-Zadeh and Michael Oliver Weinberg
The Journal of Impact and ESG Investing Spring 2022, jesg.2021.1.035; DOI: https://doi.org/10.3905/jesg.2021.1.035
Mike Chen
is the head of sustainable investments at PanAgora Asset Management in Boston, MA
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George Mussalli
is the chief investment officer and director of research and equity at PanAgora Asset Management in Boston, MA
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Amir Amel-Zadeh
is an associate professor of accounting at Saïd Business School, University of Oxford in Oxford, England
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Michael Oliver Weinberg
is an adjunct professor at Columbia Business School in New York City, NY
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The Journal of Impact and ESG Investing: 2 (4)
The Journal of Impact and ESG Investing
Vol. 2, Issue 4
Summer 2022
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NLP for SDGs: Measuring Corporate Alignment with the Sustainable Development Goals
Mike Chen, George Mussalli, Amir Amel-Zadeh, Michael Oliver Weinberg
The Journal of Impact and ESG Investing Dec 2021, jesg.2021.1.035; DOI: 10.3905/jesg.2021.1.035

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NLP for SDGs: Measuring Corporate Alignment with the Sustainable Development Goals
Mike Chen, George Mussalli, Amir Amel-Zadeh, Michael Oliver Weinberg
The Journal of Impact and ESG Investing Dec 2021, jesg.2021.1.035; DOI: 10.3905/jesg.2021.1.035
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  • Article
    • Abstract
    • SAMPLE AND DATA
    • SDG DICTIONARY AND ESG SCORES
    • RESEARCH DESIGN
    • RESULTS
    • LIMITATIONS AND FUTURE RESEARCH
    • CONCLUSION
    • ACKNOWLEDGEMENT
    • APPENDIX
    • A2 DOC2VEC
    • A3 LEAST ABSOLUTE SHRINKAGE AND SELECTION OPERATOR (LASSO)
    • A4 RANDOM REGRESSION FOREST
    • ENDNOTES
    • REFERENCES
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