most citedExamining Independence in Ensemble Sentiment Analysis: A Study on the Limits of Large Language Models Using the Condorcet Jury Theorem

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cs.CL2025

FinMarBa: A Market-Informed Dataset for Financial Sentiment Classification

Baptiste Lefort, Eric Benhamou, Beatrice Guez +3

This paper presents a novel hierarchical framework for portfolio optimization, integrating lightweight Large Language Models (LLMs) with Deep Reinforcement Learning (DRL) to combin…

cs.CL2024★ 1 cited

Examining Independence in Ensemble Sentiment Analysis: A Study on the Limits of Large Language Models Using the Condorcet Jury Theorem

Baptiste Lefort, Eric Benhamou, Jean-Jacques Ohana +3

This paper explores the application of the Condorcet Jury theorem to the domain of sentiment analysis, specifically examining the performance of various large language models (LLMs…