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SCIESCOPUS
ESG2PreEM: Automated ESG grade assessment framework using pre-trained ensemble modelsopen access

Lee, Haein; Lee, Seon Hong; Park, Heungju; Kim, Jang Hyun; Jung, Hae Sun

ArticleIssue Date2024CitationHeliyon, v.10, no.4PublisherElsevier Ltd
SCIESCOPUSKCI
CORRECT? CORECT!: Classification of ESG Ratings with Earnings Call Transcriptopen access

Lee, Haein; Jung, Hae Sun; Park, Heungju; Kim, Jang Hyun

ArticleIssue Date2024CitationKSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, v.18, no.4, pp 1090 - 1100PublisherKSII-KOR SOC INTERNET INFORMATION
SCIESCOPUS
Deep-learning-based stock market prediction incorporating ESG sentiment and technical indicatorsopen access

Lee, Haein; Kim, Jang Hyun; Jung, Hae Sun

ArticleIssue Date2024CitationSCIENTIFIC REPORTS, v.14, no.1PublisherNATURE PORTFOLIO
SCIESCOPUS
ESG Discourse Analysis Through BERTopic: Comparing News Articles and Academic Papersopen access

Lee, H[Lee, Haein]; Lee, SH[Lee, Seon Hong]; Lee, KR[Lee, Kyeo Re]; Kim, JH[Kim, Jang Hyun]

ArticleIssue Date2023CitationCMC-COMPUTERS MATERIALS & CONTINUA, v.75, no.3, pp.6023 - 6037PublisherTECH SCIENCE PRESS
SCIESCOPUS
From corporate earnings calls to social impact: Exploring ESG signals in S&P 500 ESG index companies through transformer-based models

Lee, Haein; Kim, Jang Hyun; Jung, Hae Sun

ArticleIssue Date2025CitationJOURNAL OF CLEANER PRODUCTION, v.501PublisherELSEVIER SCI LTD
SCIESCOPUS
ESG-KIBERT: A new paradigm in ESG evaluation using NLP and industry-specific customization

Lee, Haein; Kim, Jang Hyun; Jung, Hae Sun

ArticleIssue Date2025CitationDECISION SUPPORT SYSTEMS, v.193PublisherELSEVIER
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