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cs.CL2025
Advancing Text Classification with Large Language Models and Neural Attention Mechanisms
Ning Lyu, Yuxi Wang, Feng Chen +1
This study proposes a text classification algorithm based on large language models, aiming to address the limitations of traditional methods in capturing long-range dependencies, u…
cs.CL2025
Knowledge-Augmented Large Language Model Agents for Explainable Financial Decision-Making
Qingyuan Zhang, Yuxi Wang, Cancan Hua +2
This study investigates an explainable reasoning method for financial decision-making based on knowledge-enhanced large language model agents. To address the limitations of traditi…