[HTML][HTML] A comprehensive review of generative AI in finance
The integration of generative AI (GAI) into the financial sector has brought about significant
advancements, offering new solutions for various financial tasks. This review paper provides …
advancements, offering new solutions for various financial tasks. This review paper provides …
Fincon: A synthesized llm multi-agent system with conceptual verbal reinforcement for enhanced financial decision making
Large language models (LLMs) have demonstrated notable potential in conducting complex
tasks and are increasingly utilized in various financial applications. However, high-quality …
tasks and are increasingly utilized in various financial applications. However, high-quality …
No language is an island: Unifying Chinese and English in financial large language models, instruction data, and benchmarks
While the progression of Large Language Models (LLMs) has notably propelled financial
analysis, their application has largely been confined to singular language realms, leaving …
analysis, their application has largely been confined to singular language realms, leaving …
A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges
Recent advances in large language models (LLMs) have unlocked novel opportunities for
machine learning applications in the financial domain. These models have demonstrated …
machine learning applications in the financial domain. These models have demonstrated …
A Survey on Large Language Models for Critical Societal Domains: Finance, Healthcare, and Law
In the fast-evolving domain of artificial intelligence, large language models (LLMs) such as
GPT-3 and GPT-4 are revolutionizing the landscapes of finance, healthcare, and law …
GPT-3 and GPT-4 are revolutionizing the landscapes of finance, healthcare, and law …
A Dutch Financial Large Language Model
This paper presents FinGEITje, the first Dutch financial Large Language Model (LLM)
specifically designed and optimized for various financial tasks. Together with the model, we …
specifically designed and optimized for various financial tasks. Together with the model, we …
A Comprehensive Survey of Large Language Models in Management: Applications, Challenges, and Opportunities
This survey examines the transformative impact of Large Language Models (LLMs) and AI-
driven systems across three critical and interconnected business domains: Finance …
driven systems across three critical and interconnected business domains: Finance …
Mean-Field-Type Transformers
In this article, we present the mathematical foundations of generative machine intelligence
and link them with mean-field-type game theory. The key interaction mechanism is self …
and link them with mean-field-type game theory. The key interaction mechanism is self …