DeRisk: An Effective Deep Learning Framework for Credit Risk Prediction over Real-World Financial Data

Yancheng Liang; Jiajie Zhang; Hui Li; Xiaochen Liu; Yi Hu; Yong Wu; Jinyao Zhang; Yongyan Liu; Yi Wu

DeRisk: An Effective Deep Learning Framework for Credit Risk Prediction over Real-World Financial Data

Yancheng Liang, Jiajie Zhang, Hui Li, Xiaochen Liu, Yi Hu, Yong Wu, Jinyao Zhang, Yongyan Liu, Yi Wu

Correct Metadata for

Use this form to create a GitHub issue with structured data describing the correction. You will need a GitHub account. Once you create that issue, the correction will be reviewed by a staff member.

⚠️ Mobile Users: Submitting this form to create a new issue will only work with github.com, not the GitHub Mobile app.

Important: The Anthology treat PDFs as authoritative. Please use this form only to correct data that is out of line with the PDF. See our corrections guidelines if you need to change the PDF.

Title Adjust the title. Retain tags such as <fixed-case>.

Authors Adjust author names and order to match the PDF.

Abstract Correct abstract if needed. Retain XML formatting tags such as <tex-math>. You may use <b>...</b> for bold, <i>...</i> for italic, and <url>...</url> for URLs.

Verification against PDF Ensure that the new title/authors match the snapshot below. (If there is no snapshot or it is too small, consult the PDF.)

Authors concatenated from the text boxes above:

ALL author names match the snapshot above—including middle initials, hyphens, and accents.

Anthology ID:: 2023.finnlp-1.8
Volume:: Proceedings of the Fifth Workshop on Financial Technology and Natural Language Processing and the Second Multimodal AI For Financial Forecasting
Month:: 20 August
Year:: 2023
Address:: Macao
Editors:: Chung-Chi Chen, Hiroya Takamura, Puneet Mathur, Remit Sawhney, Hen-Hsen Huang, Hsin-Hsi Chen
Venues:: FinNLP | WS
SIG:
Publisher:: -
Note:
Pages:: 81–93
Language:
URL:: https://aclanthology.org/2023.finnlp-1.8/
DOI:
Bibkey:
Cite (ACL):: Yancheng Liang, Jiajie Zhang, Hui Li, Xiaochen Liu, Yi Hu, Yong Wu, Jinyao Zhang, Yongyan Liu, and Yi Wu. 2023. DeRisk: An Effective Deep Learning Framework for Credit Risk Prediction over Real-World Financial Data. In Proceedings of the Fifth Workshop on Financial Technology and Natural Language Processing and the Second Multimodal AI For Financial Forecasting, pages 81–93, Macao. -.
Cite (Informal):: DeRisk: An Effective Deep Learning Framework for Credit Risk Prediction over Real-World Financial Data (Liang et al., FinNLP 2023)
Copy Citation:
PDF:: https://aclanthology.org/2023.finnlp-1.8.pdf

PDF Cite Search Fix data

Export citation

BibTeX
MODS XML
Endnote
Preformatted

@inproceedings{lambruschini-etal-2023-derisk,
    title = "{D}e{R}isk: An Effective Deep Learning Framework for Credit Risk Prediction over Real-World Financial Data",
    author = "Liang, Yancheng  and
      Zhang, Jiajie  and
      Li, Hui  and
      Liu, Xiaochen  and
      Hu, Yi  and
      Wu, Yong  and
      Zhang, Jinyao  and
      Liu, Yongyan  and
      Wu, Yi",
    editor = "Chen, Chung-Chi  and
      Takamura, Hiroya  and
      Mathur, Puneet  and
      Sawhney, Remit  and
      Huang, Hen-Hsen  and
      Chen, Hsin-Hsi",
    booktitle = "Proceedings of the Fifth Workshop on Financial Technology and Natural Language Processing and the Second Multimodal AI For Financial Forecasting",
    month = "20 " # aug,
    year = "2023",
    address = "Macao",
    publisher = "-",
    url = "https://aclanthology.org/2023.finnlp-1.8/",
    pages = "81--93"
}

Download as File

<?xml version="1.0" encoding="UTF-8"?>
<modsCollection xmlns="http://www.loc.gov/mods/v3">
<mods ID="lambruschini-etal-2023-derisk">
    <titleInfo>
        <title>DeRisk: An Effective Deep Learning Framework for Credit Risk Prediction over Real-World Financial Data</title>
    </titleInfo>
    <name type="personal">
        <namePart type="given">Yancheng</namePart>
        <namePart type="family">Liang</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <name type="personal">
        <namePart type="given">Jiajie</namePart>
        <namePart type="family">Zhang</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <name type="personal">
        <namePart type="given">Hui</namePart>
        <namePart type="family">Li</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <name type="personal">
        <namePart type="given">Xiaochen</namePart>
        <namePart type="family">Liu</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <name type="personal">
        <namePart type="given">Yi</namePart>
        <namePart type="family">Hu</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <name type="personal">
        <namePart type="given">Yong</namePart>
        <namePart type="family">Wu</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <name type="personal">
        <namePart type="given">Jinyao</namePart>
        <namePart type="family">Zhang</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <name type="personal">
        <namePart type="given">Yongyan</namePart>
        <namePart type="family">Liu</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <name type="personal">
        <namePart type="given">Yi</namePart>
        <namePart type="family">Wu</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <originInfo>
        <dateIssued>2023-20 aug</dateIssued>
    </originInfo>
    <typeOfResource>text</typeOfResource>
    <relatedItem type="host">
        <titleInfo>
            <title>Proceedings of the Fifth Workshop on Financial Technology and Natural Language Processing and the Second Multimodal AI For Financial Forecasting</title>
        </titleInfo>
        <name type="personal">
            <namePart type="given">Chung-Chi</namePart>
            <namePart type="family">Chen</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Hiroya</namePart>
            <namePart type="family">Takamura</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Puneet</namePart>
            <namePart type="family">Mathur</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Remit</namePart>
            <namePart type="family">Sawhney</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Hen-Hsen</namePart>
            <namePart type="family">Huang</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Hsin-Hsi</namePart>
            <namePart type="family">Chen</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <originInfo>
            <publisher>-</publisher>
            <place>
                <placeTerm type="text">Macao</placeTerm>
            </place>
        </originInfo>
        <genre authority="marcgt">conference publication</genre>
    </relatedItem>
    <identifier type="citekey">lambruschini-etal-2023-derisk</identifier>
    <location>
        <url>https://aclanthology.org/2023.finnlp-1.8/</url>
    </location>
    <part>
        <date>2023-20 aug</date>
        <extent unit="page">
            <start>81</start>
            <end>93</end>
        </extent>
    </part>
</mods>
</modsCollection>

Download as File

%0 Conference Proceedings
%T DeRisk: An Effective Deep Learning Framework for Credit Risk Prediction over Real-World Financial Data
%A Liang, Yancheng
%A Zhang, Jiajie
%A Li, Hui
%A Liu, Xiaochen
%A Hu, Yi
%A Wu, Yong
%A Zhang, Jinyao
%A Liu, Yongyan
%A Wu, Yi
%Y Chen, Chung-Chi
%Y Takamura, Hiroya
%Y Mathur, Puneet
%Y Sawhney, Remit
%Y Huang, Hen-Hsen
%Y Chen, Hsin-Hsi
%S Proceedings of the Fifth Workshop on Financial Technology and Natural Language Processing and the Second Multimodal AI For Financial Forecasting
%D 2023
%8 20 aug
%I -
%C Macao
%F lambruschini-etal-2023-derisk
%U https://aclanthology.org/2023.finnlp-1.8/
%P 81-93

Download as File

Markdown (Informal)

[DeRisk: An Effective Deep Learning Framework for Credit Risk Prediction over Real-World Financial Data](https://aclanthology.org/2023.finnlp-1.8/) (Liang et al., FinNLP 2023)

DeRisk: An Effective Deep Learning Framework for Credit Risk Prediction over Real-World Financial Data (Liang et al., FinNLP 2023)

ACL

Yancheng Liang, Jiajie Zhang, Hui Li, Xiaochen Liu, Yi Hu, Yong Wu, Jinyao Zhang, Yongyan Liu, and Yi Wu. 2023. DeRisk: An Effective Deep Learning Framework for Credit Risk Prediction over Real-World Financial Data. In Proceedings of the Fifth Workshop on Financial Technology and Natural Language Processing and the Second Multimodal AI For Financial Forecasting, pages 81–93, Macao. -.