Article

FinGPT-Agent: An Advanced Framework for Multimodal Research Report Generation with Task-Adaptive Optimization and Hierarchical Attention

2025-06-30

Abstract excerpt

Financial research report generation is challengingdue to diverse data types, real-time requirements, and thecomplexity of financial analysis. This paper introduces FinGPT-Agent, a multi-agent framework that uses Large LanguageModels (LLMs) to tackle these challenges. The frameworkincludes multimodal fusion for handling different data types,task-specific optimization with Low-Rank Adaptation (LoRA),retrieval-augme...

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Literature Corpus work: 962ff10f-09b0-5339-8010-8fd6ea0c9ab8
DOI: 10.20944/preprints202506.2512.v1

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