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NLP

Benchmarking LLMs for Target-Based Financial Sentiment Analysis

CLiC-it · 2025

What this means for traders

General-purpose LLMs now outperform finance-specific models at reading market sentiment, with no fine-tuning needed.

Abstract

Research indicating that generative models (like GPT-4, DeepSeek) now outperform specialized older models (FinBERT) in zero-shot sentiment analysis tasks.

Sentiment AnalysisGenerative AILLMsBenchmarking
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