Tobias Schimanski

University of Zurich

Schönberggasse 1

Zürich, 8001

Switzerland

SCHOLARLY PAPERS

9

DOWNLOADS
Rank 16,663

SSRN RANKINGS

Top 16,663

in Total Papers Downloads

5,653

SSRN CITATIONS

4

CROSSREF CITATIONS

0

Ideas:
“  NLP for Sustainable Finance, Nature Finance, Adaptation & Resilience, Impact Investing  ”

Scholarly Papers (9)

1.

ChatClimate: Grounding Conversational AI in Climate Science

Swiss Finance Institute Research Paper No. 23-88
Number of pages: 22 Posted: 26 Apr 2023 Last Revised: 09 Oct 2023
University of Zurich, University of Zurich - Department Finance, University of Zurich - Department of Geography, ETH Zurich, University of Erlangen-Nuremberg-Friedrich Alexander Universität Erlangen Nürnberg, University of Oxford, University of Zurich, University of Zurich - Department of Finance, Friedrich-Alexander-Universität Erlangen-Nürnberg, University of Zurich and University of Zurich
Downloads 1,944 (15,981)
Citation 3

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2.

chatReport: Democratizing Sustainability Disclosure Analysis through LLM-based Tools

Swiss Finance Institute Research Paper No. 23-111
Number of pages: 32 Posted: 19 Jun 2023 Last Revised: 21 Nov 2023
ETH Zurich, University of Oxford, University of Zurich - Department of Finance, University of Erlangen-Nuremberg-Friedrich Alexander Universität Erlangen Nürnberg, University of Zurich - Department Finance, University of Zurich, ETH Zürich, University of Zurich, University of Zurich - Department Finance, Friedrich-Alexander-Universität Erlangen-Nürnberg, ETH Zürich - CER-ETH - Center of Economic Research at ETH Zurich, University of Zurich - Department Finance and University of Zurich
Downloads 1,548 (22,855)
Citation 1

Abstract:

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Task Force for Climate-Related Financial Disclosures, Sustainability Report, Large Language Model, ChatGPT

Bridging the Gap in ESG Measurement: Using NLP to Quantify Environmental, Social, and Governance Communication

Number of pages: 11 Posted: 07 Dec 2023
University of Zurich, University of St. Gallen (HSG), University of St. Gallen (HSG), University of Oxford, University of Erlangen-Nuremberg-Friedrich Alexander Universität Erlangen Nürnberg and University of Zurich
Downloads 829 (55,021)

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ESG, Natural Language Processing, Sustainability

Bridging the Gap in ESG Measurement: Using Nlp to Quantify Environmental, Social, and Governance Communication

Number of pages: 25 Posted: 30 Nov 2023
University of Zurich, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Oxford, University of Erlangen-Nuremberg-Friedrich Alexander Universität Erlangen Nürnberg and University of Zurich
Downloads 59 (674,745)

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ESG analysis in financial markets, Natural Language Processing, BERT Model.

4.

ClimateBERT-NetZero: Detecting and Assessing Net Zero and Reduction Targets

Swiss Finance Institute Research Paper No. 23-110
Number of pages: 14 Posted: 08 Nov 2023 Last Revised: 20 Nov 2023
University of Zurich, University of Oxford, University of Oxford, University of Erlangen-Nuremberg-Friedrich Alexander Universität Erlangen Nürnberg and University of Zurich
Downloads 386 (144,112)
Citation 1

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Net Zero Targets, ClimateBERT, Transformers, NLP

5.

Enhancing Large Language Models with Climate Resources

Swiss Finance Institute Research Paper No. 23-99
Number of pages: 9 Posted: 17 Apr 2023 Last Revised: 14 Nov 2023
University of Erlangen-Nuremberg-Friedrich Alexander Universität Erlangen Nürnberg, University of Oxford, University of Zurich, University of Zurich, University of Zurich - Department of Finance, ETH Zürich, University of Zurich and Friedrich-Alexander-Universität Erlangen-Nürnberg
Downloads 279 (203,831)
Citation 6

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6.

Exploring Nature: Datasets and Models for Analyzing Nature-Related Disclosures

Number of pages: 10 Posted: 27 Jan 2024
University of Zurich, University of Zurich - Department of Finance, University of Zurich - Department Finance, ETH Zurich, University of Zurich - Department Finance and University of Zurich
Downloads 264 (215,543)
Citation 1

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Nature-related risks, TNFD, Natural Language Processing, Disclosure

7.

Combining AI and Domain Expertise to Assess Corporate Climate Transition Disclosures

Number of pages: 43 Posted: 14 May 2024
University of Zurich - Department of Finance, University of Zurich, University of Oxford, ETH Zurich and University of Zurich
Downloads 259 (227,540)

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Climate disclosure, RAG system, transition strategies, human evaluation, CA100+

8.

Automated Fact-Checking of Climate Change Claims with Large Language Models

Number of pages: 42 Posted: 08 Mar 2024
University of Zurich, University of Zurich, University of Zurich - Department of Geography, University of Oxford, ETH Zürich, University of Zurich - Department of Finance, ETH Zurich, ETH Zürich - CER-ETH - Center of Economic Research at ETH Zurich, University of Zurich - Department Finance, University of Zurich, University of Zurich - Department Finance, World Health Organization (WHO) - World Health Organization, Geneva and University of Zurich
Downloads 66 (625,956)

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9.

Towards Faithful and Robust LLM Specialists for Evidence-Based Question-Answering

Number of pages: 18 Posted: 08 Mar 2024
University of Zurich, ETH Zurich, University of Erlangen-Nuremberg-Friedrich Alexander Universität Erlangen Nürnberg, ETH Zürich and University of Zurich
Downloads 19 (965,020)

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