Tobias Schimanski

University of Zurich

Schönberggasse 1

Zürich, 8001

Switzerland

  • University of Zurich

SCHOLARLY PAPERS

8

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5,246

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3

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

  • University of Zurich

Scholarly Papers (8)

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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
Saeid Vaghefi, Qian Wang, Veruska Muccione, Jingwei Ni, Mathias Kraus, Julia Bingler, Tobias Schimanski, Chiara Colesanti Senni, Nicolas Webersinke, Christian Huggel and Markus Leippold
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 1,930 (15,916)
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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
Jingwei Ni, Julia Bingler, Chiara Colesanti Senni, Mathias Kraus, Glen Gostlow, Tobias Schimanski, Dominik Stammbach, Saeid Vaghefi, Qian Wang, Nicolas Webersinke, Tobias Wekhof, Tingyu Yu and Markus Leippold
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 1,496 (23,693)
Citation 1

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

3.

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

Downloads 864 (52,030)

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

Number of pages: 11 Posted: 07 Dec 2023
Tobias Schimanski, Andrin Reding, Nico Reding, Julia Bingler, Mathias Kraus and Markus Leippold
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 810 (55,899)

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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
Tobias Schimanski, Andrin Reding, Nico Reding, Julia Bingler, Mathias Kraus and Markus Leippold
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 54 (696,275)

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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
Tobias Schimanski, Julia Bingler, Camilla Hyslop, Mathias Kraus and Markus Leippold
University of Zurich, University of Oxford, University of Oxford, University of Erlangen-Nuremberg-Friedrich Alexander Universität Erlangen Nürnberg and University of Zurich
Downloads 367 (150,677)
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
Mathias Kraus, Julia Bingler, Markus Leippold, Tobias Schimanski, Chiara Colesanti Senni, Dominik Stammbach, Saeid Vaghefi and Nicolas Webersinke
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 273 (207,059)
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
Tobias Schimanski, Chiara Colesanti Senni, Glen Gostlow, Jingwei Ni, Tingyu Yu and Markus Leippold
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 241 (233,490)

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

7.

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

Number of pages: 42 Posted: 08 Mar 2024
Markus Leippold, Saeid Vaghefi, Veruska Muccione, Julia Bingler, Dominik Stammbach, Chiara Colesanti Senni, Jingwei Ni, Tobias Wekhof, Tingyu Yu, Tobias Schimanski, Glen Gostlow, Jürg Luterbacher and Christian Huggel
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 60 (653,618)

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8.

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

Number of pages: 18 Posted: 08 Mar 2024
Tobias Schimanski, Jingwei Ni, Mathias Kraus, Elliott Ash and Markus Leippold
University of Zurich, ETH Zurich, University of Erlangen-Nuremberg-Friedrich Alexander Universität Erlangen Nürnberg, ETH Zürich and University of Zurich
Downloads 15 (1,001,633)

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