Multimodal Financial Application

Multimodal Financial Applications: MFFM-powered Agentic AI Ecosystem

  • AI search

[2] Enhancing Financial Sentiment Analysis via Retrieval Augmented Large Language Models. ICAIF 2023

[1] Customized fingpt search agents using foundation models. ICAIF 2024.

  • AI tutor

[1] High-Quality Financial Benchmark (QFinBen): Can LLMs Earn Degrees and Certificates?, Multimodal Financial Foundation Models Workshop @ ICAIF 2024.

  • Financial services

  • Auditing

  • Report generation

  • Robo-advisor

  • AI compliance

[1] A Report on Financial Regulations Challenge at COLING 2025

  • Trading

[2] `FinMem: A performance-enhanced LLM trading agent with layered memory and character design. LLM-Agent Workshop @ ICLR 2024.(https://github.com/pipiku915/FinMem-LLM-StockTrading)`_

[1] `FINCON: A Synthesized LLM Multi-Agent System with Conceptual Verbal Reinforcement for Enhanced Financial Decision Making. NeurIPS 2024. (https://github.com/The-FinAI/FinCon)`_

Multimodal Financial Foundation Models

[3] Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications

[2] FinTral: A Family of GPT-4 Level Multimodal Financial Large Language Model

[1] FinVis-GPT: A multimodal large language model for financial chart analysis.