Executives vs. chatbots: Unmasking insights through human-AI differences in earnings conference Q&A

JJ Bai, NM Boyson, Y Cao, M Liu… - Northeastern U. D'Amore …, 2023 - papers.ssrn.com
A significant portion of information shared in earnings calls is conveyed through verbal
communication by corporate managers. However, quantifying the extent of new information …

Using machine learning to identify and measure the family influence on companies

MD Amore, V D'Angelo, I Le Breton-Miller… - Journal of Family …, 2024 - Elsevier
Many studies have focused on family firms. Yet, grasping the nature of these organizations
remains challenging because firms' familiness can take many forms, which are hard to trace …

Artificial Intelligence in Accounting: Implications for Practices and Education

K Srirejeki, J Liang - … Review): Journal of Accounting and Business, 2024 - jos.unsoed.ac.id
We conduct a semi-structured literature review on the benefits and concerns that artificial
intelligence (AI) brings to the accounting practice and the profession. Our analysis highlights …

How Ethical Should AI Be? How AI Alignment Shapes the Risk Preferences of LLMs

S Ouyang, H Yun, X Zheng - arXiv preprint arXiv:2406.01168, 2024 - arxiv.org
This study explores the risk preferences of Large Language Models (LLMs) and how the
process of aligning them with human ethical standards influences their economic decision …

Information Supporting Investor Valuations: Evidence from a Comparative Content Analysis of Analyst Reports and Form 10-K

ME Barth, K Li, C McClure - Chicago Booth Research Paper, 2024 - papers.ssrn.com
We address whether financial reports include information supporting investor valuations. We
view analyst reports (AR) as reflecting this information and employ topic modeling to …

The Value of Information from Sell-side Analysts

L Lv - arXiv preprint arXiv:2411.13813, 2024 - arxiv.org
I examine the value of information from sell-side analysts by analyzing a large corpus of their
written reports. Using embeddings from state-of-the-art large language models, I show that …

Measuring Sustainability with AI

W Jiang, M Wang, B Yang - Artificial Intelligence, Finance, and …, 2024 - Springer
Measuring the ESG exposure and performance of companies is crucial in the realm of
climate finance and the sustainable economy. Various stakeholders, including retail and …

Are Memes a Sideshow: Evidence from WallStreetBets

L Huang, B Qiao, D Zhou - Available at SSRN 4785481, 2024 - papers.ssrn.com
Memes on social media often embody humor but may not inherently carry substantive
content. This study delves into meme images' prevalence on investor social media (ie …

Artificial Intelligence Investments and Bank Loan Contracting

C Liu, X Xiong, Y Xu - Available at SSRN 4914799, 2024 - papers.ssrn.com
Measuring firm-level artificial intelligence (AI) investments based on employee resumes, we
find strong and robust evidence that AI investments are associated with higher interest rates …

Measuring Misinformation in Financial Markets

J Fan, Q Liu, Y Song, Z Wang - Available at SSRN, 2024 - papers.ssrn.com
We propose a framework for measuring firm-level misinformation. By leveraging advanced
machine learning and AI technologies, we transform and categorize unstructured text into …