Papers by Jennifer Rabowsky

1 papers
A Multi-Agent Framework for Quantitative Finance : An Application to Portfolio Management Analytics (2025.emnlp-industry)

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Challenge: Recent advances in Large Language Models (LLMs) have opened up promising new avenues by enhancing reasoning and inference capabilities across diverse data and information sources.
Approach: They propose a multi-agent framework that facilitates mathematical modeling and data analytics by dynamically generating executable code.
Outcome: The proposed framework outperforms existing models on portfolio management tasks and provides human-readable explanations for its predictions.

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