time series forecasting 2controlled fusion 1cross-attention 1low-rank adapters 1model stability 1multimodal fusion 1retrieval-augmented generation 1text integration 1zero-shot learning 1
From the 2 of 14 linked papers with an AI index.
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q-fin.PM2025
Your AI, Not Your View: The Bias of LLMs in Investment Analysis
Hoyoung Lee, Junhyuk Seo, Suhwan Park +5
In finance, Large Language Models (LLMs) face frequent knowledge conflicts arising from discrepancies between their pre-trained parametric knowledge and real-time market data. Thes…
q-fin.PM2025
THEME: Enhancing Thematic Investing with Semantic Stock Representations and Temporal Dynamics
Hoyoung Lee, Wonbin Ahn, Suhwan Park +6
Thematic investing, which aims to construct portfolios aligned with structural trends, remains a challenging endeavor due to overlapping sector boundaries and evolving market dynam…