SCHOLARLY PAPERS

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Scholarly Papers (7)

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 1,943 (15,970)
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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 1,543 (22,936)
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Task Force for Climate-Related Financial Disclosures, Sustainability Report, Large Language Model, ChatGPT

3.

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 263 (216,150)
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Nature-related risks, TNFD, Natural Language Processing, Disclosure

4.

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 215 (269,663)

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

5.

When Does Aggregating Multiple Skills with Multi-Task Learning Work? A Case Study in Financial NLP

Swiss Finance Institute Research Paper No. 23-112
Number of pages: 24 Posted: 25 May 2023 Last Revised: 21 Nov 2023
ETH Zurich, ETH Zurich, University of Zurich - Department Finance, ETH Zurich and University of Zurich
Downloads 92 (516,453)

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Multi-Task Learning, Sentiment Analysis, Financial Datasets, FinBERT

6.

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 (625,426)

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7.

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 (963,928)

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