AI and Finance

AL Eisfeldt, G Schubert - 2024 - nber.org
We provide evidence that the development and adoption of Generative AI is driving a
significant technological shift for firms and for financial research. We review the literature on …

Asset embeddings

X Gabaix, RSJ Koijen, R Richmond… - Available at SSRN …, 2023 - papers.ssrn.com
Firm characteristics are ubiquitously used in economics. These characteristics are often
based on readily-available information such as accounting data, but those reflect only a part …

Does finance benefit society? A language embedding approach

M Jha, H Liu, A Manela - A Language Embedding Approach (June …, 2022 - papers.ssrn.com
We measure popular sentiment toward finance using a computational linguistics approach
applied to millions of books published in eight countries over hundreds of years. We …

Lookahead bias in pretrained language models

SK Sarkar, K Vafa - Available at SSRN, 2024 - papers.ssrn.com
Empirical analysis that uses outputs from pretrained language models can be subject to a
new form of temporal lookahead bias. This bias arises when a language model's pretraining …

Transformers for Multi-Intent Classification and Slot Filling of Supreme Court Decisions Related to Sexual Violence Law

A Munthuli, V Socatiyanurak, S Sangchocanonta… - IEEE …, 2023 - ieeexplore.ieee.org
Sexual violence is a pervasive and complex issue that demands an immediate and
comprehensive solution. The previous study titled “LAW-U: Legal Guidance Through …

[PDF][PDF] Evaluating The Efficacy Of Distilled Transformer Models For Sentiment Analysis In Financial Texts: A Comparative Study

S Kumar, R Chaturvedi - International Journal of Current Science, 2024 - researchgate.net
This paper presents a comparative analysis of three distilled transformer models—
DistilBERT, DistilRoBERTa, and FinBERT—for sentiment analysis using the Financial …

[PDF][PDF] Understanding the role of document representations in similarity measurement in finance and accounting

S Bankamp, J Muntermann - 2022 - opus.bibliothek.uni-augsburg.de
Document similarity is an important concept for many research questions. It can be applied
to trace information exchanged on the capital market. For similarity calculations, the …

Information Asymmetries and the Role of Information Intermediaries on Capital Markets

S Bankamp - 2022 - ediss.uni-goettingen.de
The relationship between management and investors is often characterized by information
asymmetries. Typical problems that arise due to information asymmetries are moral hazard …