Leakage-Aware Benchmarking of LLM Forecasting: Real-Time Nowcasts as the Decision-Time Input for Macro Factor Ranking

By Mao Guan, Qian Chen

Published 2026-06-21

Everscope rating

1932.1

Relevance to quantitative trading

8 / 10

Implementation complexity

6 / 10

Reproducibility

4 / 5

About this paper

Methodology: Leakage-Controlled Macro-RAG Actor-Critic LLM Forecaster. Problem types: Ranking, Time Series Forecasting, Portfolio Optimization, Natural Language Processing.

arXiv:2606.22719 · Paper rankings

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