Julia Bingler

University of Oxford

Mansfield Road

Oxford, Oxfordshire OX1 4AU

United Kingdom

SCHOLARLY PAPERS

16

DOWNLOADS
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Top 4,212

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17,148

SSRN CITATIONS
Rank 20,696

SSRN RANKINGS

Top 20,696

in Total Papers Citations

59

CROSSREF CITATIONS

4

Scholarly Papers (16)

1.

Cheap Talk and Cherry-Picking: What ClimateBert has to say on Corporate Climate Risk Disclosures

Number of pages: 21 Posted: 03 Mar 2021 Last Revised: 05 Apr 2023
Julia Bingler, Mathias Kraus and Markus Leippold
University of Oxford, University of Erlangen-Nuremberg-Friedrich Alexander Universität Erlangen Nürnberg and University of Zurich
Downloads 5,192 (3,231)
Citation 1

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Climate-risk disclosure, voluntary reporting, TCFD recommendations, natural language processing

2.

How Cheap Talk in Climate Disclosures relates to Climate Initiatives, Corporate Emissions, and Reputation Risk

Swiss Finance Institute Research Paper No. 22-01
Number of pages: 64 Posted: 05 Jan 2022 Last Revised: 29 Feb 2024
University of Oxford, University of Erlangen-Nuremberg-Friedrich Alexander Universität Erlangen Nürnberg, University of Zurich and Friedrich-Alexander-Universität Erlangen-Nürnberg
Downloads 3,915 (5,216)
Citation 8

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Corporate climate disclosures, voluntary reporting, commitments, TCFD recommendations, textual analysis, natural language processing.

3.

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 1,943 (15,977)
Citation 3

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4.

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 1,546 (22,884)
Citation 1

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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 828 (55,074)

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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 (680,335)

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

6.

Taming the Green Swan: How to improve climate-related financial risk assessments

Number of pages: 156 Posted: 22 Mar 2021
Julia Bingler and Chiara Colesanti Senni
University of Oxford and University of Zurich - Department of Finance
Downloads 674 (73,328)
Citation 1

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Financial risk models, Financial pricing models, Transition risks, Climate risk tools, Climate-adjusted financial risk indicators, Criteria-based analysis, Forward-looking scenario analyses, Investment decisions under deep uncertainty

7.

Climate Transition Risk Metrics: Understanding Convergence and Divergence across Firms and Providers.

Number of pages: 131 Posted: 16 Sep 2021
University of Oxford, University of Zurich - Department of Finance and Council on Economic Policies
Downloads 535 (98,036)

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financial climate risks, corporate finance, climate risk metrics, climate transition risk, spearman’s rank correlation, hierarchical cluster analysis, Ward’s minimum variance criterion, Lasso regression analysis

8.

Climate Financial Risks: Assessing Convergence, Exploring Diversity

CEP Discussion Notes 2020/6
Number of pages: 27 Posted: 23 Apr 2021
University of Oxford, University of Zurich - Department of Finance and Council on Economic Policies
Downloads 392 (141,554)
Citation 3

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9.

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 385 (144,498)
Citation 1

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Net Zero Targets, ClimateBERT, Transformers, NLP

10.

CLIMATEBERT: A Pretrained Language Model for Climate-Related Text

Number of pages: 9 Posted: 19 Oct 2022
Friedrich-Alexander-Universität Erlangen-Nürnberg, University of Erlangen-Nuremberg-Friedrich Alexander Universität Erlangen Nürnberg, University of Oxford and University of Zurich
Downloads 368 (151,886)

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Climate Finance, Language Model, Fact-Checking, Classification

11.

Environmental Claim Detection

Number of pages: 14 Posted: 18 Sep 2022 Last Revised: 23 May 2023
ETH Zürich, Friedrich-Alexander-Universität Erlangen-Nürnberg, University of Oxford, University of Erlangen-Nuremberg-Friedrich Alexander Universität Erlangen Nürnberg and University of Zurich
Downloads 362 (154,721)
Citation 1

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Environmental Claims, Climate Change Dataset, Natural Language Processing

Expect the Worst, Hope for the Best: The Valuation of Climate Risks and Opportunities in Sovereign Bonds

CER-ETH Working Paper 22/371
Number of pages: 62 Posted: 05 May 2022
Julia Bingler
University of Oxford
Downloads 239 (236,667)
Citation 3

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sovereign bonds yields, climate physical risks, climate transition risks, climate opportunities, LASSO dimensionality reduction

Expect the Worst, Hope for the Best: The Valuation of Climate Risks and Opportunities in Sovereign Bonds

Number of pages: 40 Posted: 29 Jan 2023
Julia Bingler
University of Oxford
Downloads 53 (710,553)

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sovereign bond valuation, sovereign bond yields, climate transition risks, climate physical risks, Financial Risk Management

13.

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 (203,764)
Citation 6

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14.

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 228 (248,745)

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

15.

Taming the Green Swan: a criteria-based analysis to improve the understanding of climate-related financial risk assessment tools

Julia Anna Bingler & Chiara Colesanti Senni (2022) Taming the Green Swan: A criteria-based analysis to improve the understanding of climate-related financial risk assessment tools, Climate Policy, 22:3, 356-370, DOI: 10.1080/14693062.2022.2032569
Number of pages: 16 Posted: 20 Apr 2022
Julia Bingler and Chiara Colesanti Senni
University of Oxford and University of Zurich - Department of Finance
Downloads 84 (566,846)

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Climate risks, transition risks, climate-adjusted financial risk indicators, criteria-based analysis

16.

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 (625,564)

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