Machine Learning

#Machine Learning

Corporate Bankruptcy Prediction with Domain-Adapted BERT arXiv SSRN Publisher

#LLM #Machine Learning
Co-author: Sangwon Yoon

Detecting Rumor Veracity with Only Textual Information by Double-Channel Structure arXiv SSRN Publisher

#LLM #Machine Learning
Co-author: Sangwon Yoon

DEBATE: Devil's Advocate Based Assessment and Text Evaluation arXiv SSRN Publisher

#LLM #Machine Learning
Co-authors: Keonwoo Kim and Sangwon Yoon

Vocal Delivery Quality in Earnings Conference Calls SSRN

#Info Processing #Measurement #Machine Learning
Co-authors: Bok Baik, David Kim, and Sangwon Yoon

Context-Based Interpretation of Financial Information SSRN

#Info Processing #Asset Pricing #LLM #Machine Learning
Co-author: Valeri Nikolaev

Financial Statement Analysis with Large Language Models SSRN arXiv

#Info Processing #Asset Pricing #LLM #Machine Learning
Co-authors: Maximilian Muhn and Valeri Nikolaev

Contextualizing Profitability SSRN

#Info Processing #Asset Pricing #LLM #Machine Learning
Co-author: Valeri Nikolaev

Optimal Narratives

#Info Processing #Asset Pricing #LLM #Machine Learning
Solo-authored 2nd-year paper (advisors: Eugene Fama and Valeri Nikolaev)

Large Language Models and Financial Reporting Oversight

#Auditing #LLM #Machine Learning
Co-authors: Maximilian Muhn, Valeri Nikolaev, and Irene Tan

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