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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 — 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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