Enhancing investment analysis: Optimizing AI-Agent collaboration in financial research

X Han, N Wang, S Che, H Yang, K Zhang… - Proceedings of the 5th …, 2024 - dl.acm.org
In recent years, the application of generative artificial intelligence (GenAI) in financial
analysis and investment decision-making has gained significant attention. However, most …

A Comprehensive Survey of Large Language Models in Management: Applications, Challenges, and Opportunities

H Zhao, L Wu, Y Shan, Z Jin, Y Sui, Z Liu… - … (August 14, 2024), 2024 - papers.ssrn.com
This survey examines the transformative impact of Large Language Models (LLMs) and AI-
driven systems across three critical and interconnected business domains: Finance …

Golden Touchstone: A Comprehensive Bilingual Benchmark for Evaluating Financial Large Language Models

X Wu, J Liu, H Su, Z Lin, Y Qi, C Xu, J Su… - arXiv preprint arXiv …, 2024 - arxiv.org
As large language models become increasingly prevalent in the financial sector, there is a
pressing need for a standardized method to comprehensively assess their performance …

FinGPT: Enhancing Sentiment-Based Stock Movement Prediction with Dissemination-Aware and Context-Enriched LLMs

Y Liang, Y Liu, B Zhang, CD Wang, H Yang - arXiv preprint arXiv …, 2024 - arxiv.org
Financial sentiment analysis is crucial for understanding the influence of news on stock
prices. Recently, large language models (LLMs) have been widely adopted for this purpose …

TradingAgents: Multi-Agents LLM Financial Trading Framework

Y Xiao, E Sun, D Luo, W Wang - arXiv preprint arXiv:2412.20138, 2024 - arxiv.org
Significant progress has been made in automated problem-solving using societies of agents
powered by large language models (LLMs). In finance, efforts have largely focused on …

INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent

H Li, Y Cao, Y Yu, SR Javaji, Z Deng, Y He… - arXiv preprint arXiv …, 2024 - arxiv.org
Recent advancements have underscored the potential of large language model (LLM)-
based agents in financial decision-making. Despite this progress, the field currently …

Towards Co-designing a Human-Agent Interface: A Case Study in Online Grooming Detection.

P Daish, N Micallef, N Lorenzo-Dus… - Proceedings of the 12th …, 2024 - dl.acm.org
We present a methodology for co-designing a human-agent interface and a case study in
online grooming detection for incorporating multiple-stakeholders perspectives into the …

Leveraging LLMs for Automated Analysis of Biomedical Data

R Ji, K Gong, L Huang, W Yang… - 2024 9th International …, 2024 - ieeexplore.ieee.org
Large Language Models (LLMs), specifically trained to understand and process natural
language queries, represent a transformative approach in biomedical data analysis …

[PDF][PDF] The Impact of Artificial Intelligence on Education

J John - Journal of Systemics, Cybernetics and Informatics, 2024 - iiisci.org
ABSTRACT 1 The advancement of artificial intelligence (AI) technology has greatly impacted
our daily lives. Generating a video from a text description used to be difficult, if not …

Trading Insight AI: An Intelligent Research Tool Revolutionizing Financial Analysis with AI and NLP

K Kokare, S Pimpale, N Kapadnis… - … Techniques in the …, 2024 - papers.ssrn.com
This paper introduces an advanced trading insights platform for equity research analysts,
utilizing Natural Language Processing (NLP) technologies like Langchain and the Groq API …