Papers by Jennifer Rabowsky
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. |